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Events for the 3rd week of February

  • ECE Seminar - Dealing with Data Deluge in the Edge Systems

    Mon, Feb 14, 2022 @ 10:00 AM - 11:00 AM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Dr. Ramyad Hadidi, Machine Learning Researcher, SK hynix America

    Talk Title: Dealing with Data Deluge in the Edge Systems

    Abstract: Each day, a huge amount of data is generated. Edge systems--any computing agent but large-scale datacenter machines--not only fuel this data deluge but also play an increasingly vital role in processing them. Unlike conventional systems that are engineered with abundant resources, edge systems operate in real-world conditions facing several unknown design-space trade-offs with limited resources restricting their full-scale autonomy. This leads to isolated, time-consuming, and costly approaches to each challenge that result in ad-hoc edge systems but not the optimal one. To effectively maneuver the constraints and unique multi-dimensional design space of edge systems, my research develops novel machine learning techniques and exploits hardware-software synergy by setting roadmaps across the hardware-software stack for the next generation of edge systems.

    In my talk, first, with an example of quadcopter drones, I show how my research is a pioneer that reveals the unique multi-dimensional design space of edge systems and suggests optimal points within this space depending on the use case. By formulating the fundamental drone subsystems and introducing our open-source customizable drone, I explain how computations impact this design space. As an example of optimized computations, by exploring implementations of simultaneous localization and mapping (SLAM) on various hardware platforms (CPU, GPU, FPGA, and ASIC), I demonstrate which implementation is more reasonable for drones. The second part of my talk emphasizes the necessity of modern machine learning techniques, such as those utilizing heavy neural networks, in comprehending complex raw data in edge systems and acting upon the outcomes. I show how my research empowers edge devices to break their individual resource constraints by distributing the computation on collaborating peer devices and proposes edge-aware neural networks by exploring hardware-software co-designs, algorithmic modifications, and system-level optimizations. In the end, I propose my plans for effectively handling data in exotic frontiers of edge systems with unique constraints to stimulate thought-provoking applications for our future.

    Biography: Ramyad Hadidi is currently a machine learning researcher at SK hynix working at the intersection of hardware, software, and edge devices, focusing on the efficient execution of deep learning algorithms. Ramyad Hadidi received his Ph.D. in computer science from Georgia Institute of Technology in May 2021 under the supervision of Professor Hyesoon Kim with his thesis titled "Deploying Deep Neural Networks in Edge with Distribution." Ramyad's research interests include but are not limited to computer architecture, robotics, edge computing, and machine learning. Besides his dissertation research, Ramyad has contributed to research on processing-in-memory, GPU systems, and hardware accelerators for sparse problems, believing a balance between depth and breadth leads to genuine research problems.

    Host: Dr. Peter Beerel, pabeerel@usc.edu

    Webcast: https://usc.zoom.us/j/93601839133?pwd=QW51RjRSVSsyZStDOVk2RUZ3Q0ZUdz09

    WebCast Link: https://usc.zoom.us/j/93601839133?pwd=QW51RjRSVSsyZStDOVk2RUZ3Q0ZUdz09

    Audiences: Everyone Is Invited

    Contact: Mayumi Thrasher

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  • LinkedIn: How to Network Virtually Workshop (VIRTUAL)

    Mon, Feb 14, 2022 @ 01:00 PM - 01:30 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    THIS EVENT WILL BE HOSTED VIRTUALLY

    This event is designed to help you learn how to network virtually on LinkedIn. You will learn how to draft an introductory message, how to find and research industry professionals, and how to convert your contacts into potential mentee/mentor relationships.

    To access the ZOOM link and for more information on this workshop, log into Viterbi Career Gateway>> Events>>Workshops: https://shibboleth-viterbi-usc-csm.symplicity.com/sso/

    For more information about workshops, please visit viterbicareers.usc.edu/workshops.

    In-Person attendance cancelled due to scheduled room upgrade

    Location: ZOOM

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • Meta (Formally Facebook) Linux Coding Challenge

    Tue, Feb 15, 2022 @ 12:00 PM - 02:00 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    Want a chance to win an Oculus Quest 2?
    Come learn about Production Engineering (PE) and see if you have what it takes to be a PE!
    Production Engineers at Meta are a hybrid between software and systems engineers who are focused on the scalability and reliability of Meta's family of apps and services. Our PE Splash Page (https://fbpe.splashthat.com) dives into more detail about the role, the interview process, and has link to apply online.
    So do you think you have what it takes to be a Production Engineer at Meta? Meta's Production Engineering team has put together a Linux Coding Challenge that is meant to give you a taste of the types of problems Production Engineers solve daily.
    The challenge consists of four problems, and your solutions will be run against multiple data sets. For the event you will need to have access to a chrome browser and the internet. We will provide you with a development environment, which will support solutions written in C, C++, Golang, Java, Python, Ruby, or Rust.
    External employer-hosted events and activities are not affiliated with the USC Career Center. They are posted on Viterbi Career Connections because they may be of interest to members of the Viterbi community. Inclusion of any activity does not indicate USC sponsorship or endorsement of that activity or event. It is the participant's responsibility to apply due diligence, exercise caution when participating, and report concerns to vcareers@usc.edu

    Location: RSVP in Viterbi Career Gateway

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • Chevron Technology Viterbi Trojan Talk (Virtual)

    Tue, Feb 15, 2022 @ 12:00 PM - 01:00 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    We will share an overview of Chevron's Technology organization, how digital transformation is influencing the way we work at Chevron, and the positions we are recruiting for.
    Majors: Chemical Engineering , Computer Engineering, Computer Science , Data Science/Informatics, Electrical Engineering , Industrial and Systems Engineering , Mechanical Engineering , Petroleum Engineering, Systems Architecting & Engineering
    Degree Levels: Bachelors, Masters, Doctoral
    Sponsorship: No, my organization does not offer visa sponsorship

    Location: RSVP in Viterbi Career Gateway

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • LinkedIn: How to Network Virtually Workshop (VIRTUAL)

    Tue, Feb 15, 2022 @ 01:00 PM - 01:30 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    THIS EVENT WILL BE HOSTED VIRTUALLY

    This event is designed to help you learn how to network virtually on LinkedIn. You will learn how to draft an introductory message, how to find and research industry professionals, and how to convert your contacts into potential mentee/mentor relationships.

    To access the ZOOM link and for more information on this workshop, log into Viterbi Career Gateway>> Events>>Workshops: https://shibboleth-viterbi-usc-csm.symplicity.com/sso/

    For more information about workshops, please visit viterbicareers.usc.edu/workshops.

    In-Person attendance cancelled due to scheduled room upgrade

    Location: ZOOM

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • ISE 651 Epstein Seminar

    Tue, Feb 15, 2022 @ 03:30 PM - 04:50 PM

    Daniel J. Epstein Department of Industrial and Systems Engineering

    Conferences, Lectures, & Seminars


    Speaker: Dr. Edward H. Kaplan , Professor of Operations Research Yale School of Management

    Talk Title: COVID 19 Scratch Models to Support Local Decisions

    Host: Dr. Sze-chuan Suen

    More Information: February 15, 2022.pdf

    Location: online via zoom

    Audiences: Everyone Is Invited

    Contact: Grace Owh

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  • CS Colloquium: Julian Togelius (NYU) - Generating content for fun, games, and intelligence

    Tue, Feb 15, 2022 @ 04:00 PM - 05:20 PM

    Computer Science

    Conferences, Lectures, & Seminars


    Speaker: Julian Togelius, New York University

    Talk Title: Generating content for fun, games, and intelligence

    Series: Computer Science Colloquium

    Abstract: Designing and developing video games is hard work. Much of that work goes into designing the environments, levels, characters, items, and graphical assets that the player interacts with. For decades, some games have featured procedural content generation, where parts of the game was generated algorithmically as it was being played. Recently, we have seen an explosion of interest in this field, with many new techniques being applied to content generation problems. As video games are increasingly shaping culture and society, including visions of the so called "metaverse", these problems and their solutions are becoming increasingly important. But could procedural content generation also play a role outside of what we think of as games, in fields such as architecture, interior design, and robotics? And can we further the development of artificial general intelligence by generating new tasks and environments to optimally challenge our developing artificial intelligences? I will lay out some visions for this and show some recent approaches to generating game content, based on methods as diverse as evolutionary computation, reinforcement learning, self-supervised learning, and constraint solving.

    ***Prof. Julian Togelius will give his talk in person at SGM 124 and we will also host the talk over Zoom.***

    Register in advance for this webinar at:
    https://usc.zoom.us/webinar/register/WN_ORwP_CgyTLqVQodYr9ny1w

    After registering, attendees will receive a confirmation email containing information about joining the webinar.

    This lecture satisfies requirements for CSCI 591: Research Colloquium.


    Biography: Julian Togelius is an Associate Professor in the Department of Computer Science and Engineering, New York University, and a co-founder of modl.ai. He works on artificial intelligence for games and on games for artificial intelligence. His current main research directions involve procedural content generation in games, general video game playing, player modeling, and fair and relevant benchmarking of AI through game-based competitions. Additionally, he works on topics in evolutionary computation, quality-diversity algorithms, and reinforcement learning. From 2018 to 2021, he was the Editor-in-Chief of the IEEE Transactions on Games. Togelius holds a BA from Lund University, an MSc from the University of Sussex, and a PhD from the University of Essex. He has previously worked at IDSIA in Lugano and at the IT University of Copenhagen.


    Host: Stefanos Nikolaidis

    Webcast: https://usc.zoom.us/webinar/register/WN_ORwP_CgyTLqVQodYr9ny1w

    Location: Seeley G. Mudd Building (SGM) - 124

    WebCast Link: https://usc.zoom.us/webinar/register/WN_ORwP_CgyTLqVQodYr9ny1w

    Audiences: Everyone Is Invited

    Contact: Computer Science Department

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  • Repeating EventVirtual First-Year Admission Information Session

    Tue, Feb 15, 2022 @ 04:00 PM - 05:00 PM

    Viterbi School of Engineering Undergraduate Admission

    Workshops & Infosessions


    Our virtual information session is a live presentation from a USC Viterbi admission counselor designed for high school students and their family members to learn more about the USC Viterbi undergraduate experience. Our session will cover an overview of our undergraduate engineering programs, the application process, and more on student life. Guests will be able to ask questions and engage in further discussion toward the end of the session.

    Register Here!

    Audiences: Everyone Is Invited

    View All Dates

    Contact: Viterbi Undergraduate Admission

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  • Mork Family Department Seminar - Yu-Tsun Shao

    Tue, Feb 15, 2022 @ 04:00 PM - 05:15 PM

    Mork Family Department of Chemical Engineering and Materials Science

    Conferences, Lectures, & Seminars


    Speaker: Yu-Tsun Shao, Cornell University

    Talk Title: Imaging of Topological Textures and Their Order Parameters

    Host: Professor A.Hodge

    Location: Social Sciences Building (SOS) - B46

    Audiences: Everyone Is Invited

    Contact: Heather Alexander

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  • Your STEM Journey for Different Age Groups

    Tue, Feb 15, 2022 @ 05:00 PM - 06:00 PM

    Viterbi School of Engineering Student Affairs

    Workshops & Infosessions


    Join us for our first Spring semester Viterbi Impact Program (VIP) Workshop tomorrow from 5:00-6:00 pm. Check out the EVA app for the Zoom Meeting Link. See you there! #viterbi #viterbiimpact

    Location: Zoom

    Audiences: Everyone Is Invited

    Contact: Viterbi Undergraduate Programs

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  • DEN@Viterbi - Online Graduate Engineering Virtual Information Session

    Tue, Feb 15, 2022 @ 06:00 PM - 07:00 PM

    Distance Education Network, Viterbi School of Engineering Graduate Admission

    Workshops & Infosessions


    Join USC Viterbi School of Engineering for a virtual information session via WebEx, providing an introduction to DEN@Viterbi, our top ranked online delivery system. Discover the 40+ graduate engineering and computer science programs available entirely online.

    Attendees will have the opportunity to connect directly with USC Viterbi representatives during the session to discuss the admission process, program details and the benefits of online delivery.

    Register Today!

    WebCast Link: https://uscviterbi.webex.com/uscviterbi/onstage/g.php?MTID=e276f10b5f54a11e5af8366023483d0bb

    Audiences: Everyone Is Invited

    Contact: Corporate & Professional Programs

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  • Tesla Info Session: Supply Chain Internships (Virtual)

    Tue, Feb 15, 2022 @ 07:00 PM - 08:00 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    Register for our upcoming internship recruiting virtual events. RSVPs will be accepted until 48 hours before an event. Confirmations will be emailed within 24 hours of the events selected.
    Our recruitment team will update with new events each month. Expect to be notified when new events are released for registration.
    External employer-hosted events and activities are not affiliated with the USC Career Center. They are posted on Viterbi Career Connections because they may be of interest to members of the Viterbi community. Inclusion of any activity does not indicate USC sponsorship or endorsement of that activity or event. It is the participant's responsibility to apply due diligence, exercise caution when participating, and report concerns to vcareers@usc.edu

    Location: RSVP in Viterbi Career Gateway

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

    OutlookiCal
  • ECE Seminar - Scalable and Trustworthy Learning for Distributed Intelligence

    Wed, Feb 16, 2022 @ 10:00 AM - 11:00 AM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Dr. Tianyi Chen, Assistant Professor, Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute

    Talk Title: Scalable and Trustworthy Learning for Distributed Intelligence

    Abstract: The past decade has witnessed the revival of artificial intelligence (AI) and machine learning (ML) in almost every branch of science and technology. The "fuel" to AI and ML is supplied by the surge of data and computing power. Today, data and computing power are distributed among wireless devices and companies that we term data owners. Due to the pressing need for data in AI/ML tasks and the increasing concerns on data privacy, a sizeable number of AI/ML tasks will be executed across networked data owners with the vision of distributed intelligence.

    In this talk, I will use federated learning (FL) as an example of distributed intelligence. I will highlight its key challenges when it interacts with wireless networks such as efficiency, privacy, security, and robustness. I will focus on two aspects of scalable and trustworthy FL - efficiency and privacy. From a unified view of information correlation among iterative FL updates, I will elaborate i) how we can leverage such correlation to improve the efficiency of FL; and ii) how such correlation may be leveraged by a malicious third party to risk data privacy. Our methods are simple to implement, and they come with rigorous performance guarantees. I will conclude this talk by highlighting a few directions that I will pursue towards distributed intelligence beyond FL.

    Biography: Tianyi Chen is an Assistant Professor in the Department of Electrical, Computer, and Systems Engineering at Rensselaer Polytechnic Institute (RPI), where he is jointly supported by the RPI - IBM Artificial Intelligence Research Partnership. Dr. Chen received his B. Eng. degree in Electrical Engineering from Fudan University in 2014, and the Ph.D. degree in Electrical and Computer Engineering from the University of Minnesota in 2019. During 2017-2018, he has been a visiting scholar at Harvard University, University of California, Los Angeles, and University of Illinois Urbana-Champaign. Dr. Chen's research focuses on theoretical and algorithmic foundations of optimization, machine learning, and statistical signal processing, with applications in networked computing systems such as wireless and IoT systems.

    Dr. Chen is the inaugural recipient of IEEE Signal Processing Society Best PhD Dissertation Award in 2020 and a recipient of NSF CAREER Award in 2021. He is also the co-author of several best paper awards such as the Best Student Paper Award at the NeurIPS Federated Learning Workshop in 2020 and at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) in 2021.

    Host: Dr. Salman Avestimehr, avestime@usc.edu

    Webcast: https://usc.zoom.us/j/98177654001?pwd=R1h6bUJZUXcxZENZYWtVYmorRVNFQT09

    WebCast Link: https://usc.zoom.us/j/98177654001?pwd=R1h6bUJZUXcxZENZYWtVYmorRVNFQT09

    Audiences: Everyone Is Invited

    Contact: Mayumi Thrasher

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  • Amazon Student Programs SDE Career Fair (Virtual)

    Wed, Feb 16, 2022 @ 11:00 AM - 12:00 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    Amazon Student Programs SDE Career Fair (Virtual)

    February 16, 202210:00 AM - 12:00 PM PST

    Register here: https://app.brazenconnect.com/a/amazon-student-programs/e/nOV78

    For people who like to invent, there's no better place to explore opportunities than at Amazon!

    Amazon Student Programs is currently looking for interns and full-time software developers (SDEs) to come help build the future with us in 2022. Join us at the Amazon Student Programs SDE Career Fair to learn more.
    Can't wait to meet you! - Amazon Student Programs

    External employer-hosted events and activities are not affiliated with the USC Career Center. They are posted on Viterbi Career Connections because they may be of interest to members of the Viterbi community. Inclusion of any activity does not indicate USC sponsorship or endorsement of that activity or event. It is the participants' responsibility to apply due diligence, exercise caution when participating, and report concerns to vcareers@usc.edu

    Location: Virtual

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • CS Teaching Faculty Meeting

    Wed, Feb 16, 2022 @ 12:00 PM - 02:00 PM

    Computer Science

    Receptions & Special Events


    Faculty meeting for invited full-time Computer Science teaching faculty only. Event details emailed directly to attendees.

    Audiences: Everyone Is Invited

    Contact: Cherie Carter

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  • MathWorks Virtual Company Trek (Virtual)

    Wed, Feb 16, 2022 @ 12:00 PM - 01:45 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    MathWorks, makers of MATLAB and Simulink, invites you to connect virtually on Wednesday, February 16th at 3:00 pm EST.You will engage with MathWorks-community of engineers to learn more about full-time and intern opportunities in our Engineering Development Group (EDG), participate in an interactive workshop on how to prepare for technical interviews, and engage in a panel discussion with current EDG engineers.
    *Register using link below & we will send you link to join event
    https://events.beamery.com/mathworks/mathworks-virtual-company-trek-larger-universities-maexmmqyi
    External employer-hosted events and activities are not affiliated with the USC Career Center. They are posted on Viterbi Career Connections because they may be of interest to members of the Viterbi community. Inclusion of any activity does not indicate USC sponsorship or endorsement of that activity or event. It is the participant's responsibility to apply due diligence, exercise caution when participating, and report concerns to vcareers@usc.edu

    Location: Virtual - https://events.beamery.com/mathworks/mathworks-virtual-company-trek-larger-universities-m

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • MS Advanced Design & Construction Technology Information Session

    Wed, Feb 16, 2022 @ 12:00 PM - 01:00 PM

    Sonny Astani Department of Civil and Environmental Engineering, Viterbi School of Engineering Graduate Admission

    Workshops & Infosessions


    *UPDATE: Due to the parade, this event will be virtual only*
    Zoom: https://usc.zoom.us/j/97290388292

    Join Professor David Gerber in an information session about a new Master's program that uses data, technologies, integration, and sustainability to prepare leaders of the built environment. Application for fall still open! All engineering majors welcome.

    More Information: USC MS ADCT Info Session - Feb 16.png

    WebCast Link: https://usc.zoom.us/j/97290388292

    Audiences: Everyone Is Invited

    Contact: Jessica Viterbi Admission & Student Engagement

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  • Virtual Industry Day

    Wed, Feb 16, 2022 @ 02:00 PM - 05:00 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    The Viterbi Virtual Industry Day allows employers from different industries and locations to present on their organizations, meet engineering students, and network to fill their roles. This event is exclusively for Viterbi engineering students to meet and learn about employers in a virtual environment.

    Registration details coming soon.

    Location: Virtual (via Hopin)

    Audiences: All Viterbi

    Contact: RTH 218 Viterbi Career Connections

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  • Center of Autonomy and AI, Center for Cyber-Physical Systems and the Internet of Things, and Ming Hsieh Institute Seminar Series

    Wed, Feb 16, 2022 @ 02:00 PM - 03:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Changliu Liu, Robotics Institute, Carnegie Mellon University

    Talk Title: Safe Control and Learning for Effective Human-Robot Collaboration

    Series: Center for Cyber-Physical Systems and Internet of Things

    Abstract: In this talk, I will discuss our recent work on safe control and learning for effective human-robot collaboration. I will first introduce safe control methods using energy-function-based methods, then discuss how to combine them with learning controllers where an explicit analytical dynamic model of the system is usually not available (especially in human-robot systems). These safe control methods will enable safe reinforcement learning with zero training time violation. Then I will discuss about methods to robustly learn models to predict human behaviors. The key challenge we need to address is the distribution shift between the offline collected human behavioral data and the online measured human behaviors. To mitigate the distribution shift, we introduce two methods: online model adaptation, and offline verification-guided data augmentation. These methods have been applied to facilitate human-robot collaboration in industrial assembly tasks. I will conclude the talk with future visions on how to effectively deploy human-robot systems on factory floors.

    Biography: Dr. Changliu Liu is an assistant professor in the Robotics Institute, School of Computer Science, Carnegie Mellon University (CMU), where she leads the Intelligent Control Lab. Prior to joining CMU, Dr. Liu was a postdoc at Stanford Intelligent Systems Laboratory. She received her Ph.D. from University of California at Berkeley and her bachelor's degrees in engineering and economics from Tsinghua University. Her research interests lie in the design and verification of intelligent systems with applications to manufacturing and transportation. She published the book "Designing robot behavior in human-robot interactions" with CRC Press in 2019. She received many best paper awards, Rising Star in EECS, NSF Career Award, Amazon Research Award, and Ford URP Award.

    Host: Pierluigi Nuzzo and Somil Bansal

    Webcast: https://usc.zoom.us/webinar/register/WN_zyIBh_1gQLmKpMJG0GyLxw

    Location: Online

    WebCast Link: https://usc.zoom.us/webinar/register/WN_zyIBh_1gQLmKpMJG0GyLxw

    Audiences: Everyone Is Invited

    Contact: Talyia White

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  • AME Seminar

    Wed, Feb 16, 2022 @ 03:30 PM - 04:30 PM

    Aerospace and Mechanical Engineering

    Conferences, Lectures, & Seminars


    Speaker: Gustaaf Jacobs, San Diego State University

    Talk Title: Where do flows separate and how does that affect the optimal control location?

    Abstract: Flow separation can degrade performance in many engineering systems, through reduced lift, increased drag, and decreased efficiency. To alleviate the effects of flow separation on aerodynamic performance, active flow control has been considered since the inception of the field of aerodynamics. Open-loop flow control strategies based on various actuator technologies -” such as plasma actuators, fluidic oscillators, and synthetic jets -” have been shown to effectively alter separated flows, and in some cases to even yield complete reattachment. Most analyses start from the placement of an actuator at an intuitively optimal location near the separation point and/or near the Kutta condition. Optimal placement, however, requires a detailed understanding of non-linear flow separation and wake feedback that is often counterintuitive. In this talk, I will discuss recent developments in Lagrangian analysis of flow separation. This kinematic analysis promises the objective identification of separation lines as zero-mass flux "material"' lines whose footprint is analytically defined from first-principle. The separation profiles start with a subtle upwelling of Lagrangian fluid tracers upstream of the separation point. Using a data-driven technique (using DNS data) I will show that these upwelling locations may well point to optimal actuator locations that require minimal control effort.

    Biography: Professor Jacobs received a M.Sc. in Aerospace Engineering from the Delft University of Technology in 1998, where after graduation, he was appointed to a Research Associate. He received a Ph.D. in Mechanical Engineering from the University of Illinois at Chicago. Following graduation in 2003, he was appointed Visiting Assistant Professor in the Division of Applied Mathematics at Brown University. He later combined this position with a Postdoctoral Fellowship at the Department of Mechanical Engineering at the Massachusetts Institute of Technology. As of 2006 he was appointed Assistant Professor of Aerospace Engineering at San Diego State University and was promoted to Associate Professor in 2010 and Full Professor in 2014. In 2001 he received the Provosts Award for Graduate Research at the University of Illinois at Chicago. In 2002, he was awarded a University Fellowship at the University of Illinois. He received an AFOSR Young Investigator Award in 2009. He became an Associate Fellow of AIAA in 2013. The research interests of Professor Jacobs can broadly be defined in the area of computational multiphase, and multiscale flow physics modeling and simulation using high-order methods. Emphasis is on simulation and analysis of particle-laden flows and flow separation in complex geometries, to aid flow control relating to combustion optimization and drag reduction.

    Host: AME Department

    More Info: https://usc.zoom.us/j/93987337017?pwd=MWd2dXBSL1FaR1RPaHNscjJ1NW80UT09

    Webcast: https://usc.zoom.us/j/93987337017?pwd=MWd2dXBSL1FaR1RPaHNscjJ1NW80UT09

    Location: James H. Zumberge Hall Of Science (ZHS) - 252

    WebCast Link: https://usc.zoom.us/j/93987337017?pwd=MWd2dXBSL1FaR1RPaHNscjJ1NW80UT09

    Audiences: Everyone Is Invited

    Contact: Tessa Yao

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  • Conference on Asian Pacific American Leadership Trojan Talk

    Thu, Feb 17, 2022 @ 09:00 AM - 10:00 AM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    RSVP at: https://bit.ly/3uj0tTC

    The AANHPI Roundtable Series provides an opportunity for students and young professionals to learn from public service leaders in our community in an intimate and conversational setting for one hour. Each roundtable features public service leaders from one organization and accommodates 25-30 attendees. These events will be held on a virtual platform. Registration is FREE for all attendees.

    This session will feature the National Geospatial Intelligence Agency with Patrick Yuen, PhD. Patrick Yuen received a Bachelor's degree from the University of Wisconsin-Madison, Master's and, Doctoral degrees from the University of Arizona. His major is electrical engineering with technical focus on image processing and remote sensing. After graduation he worked for several commercial satellite imagery companies. He has now been working at National Geospatial-Intelligence Agency (NGA) for five years as an imagery scientist and a course manager at the NGA College. His other previous roles at NGA included acting as the co-lead of the outreach working group in the Asian Pacific American Council (APAC). He is now also an NGA ambassador to assist recruiters in outreach programs. RSVP today here!

    External employer-hosted events and activities are not affiliated with the USC Career Center. They are posted on Viterbi Career Connections because they may be of interest to members of the Viterbi community. Inclusion of any activity does not indicate USC sponsorship or endorsement of that activity or event. It is the participant's responsibility to apply due diligence, exercise caution when participating, and report concerns to vcareers@usc.edu

    Location: Virtual

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • The AANHPI Roundtable Series (Virtual)

    Thu, Feb 17, 2022 @ 09:00 AM - 10:00 AM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    The AANHPI Roundtable Series (Virtual) provides an opportunity for students and young professionals to learn from public service leaders in our community in an intimate and conversational setting for one hour. Each roundtable features public service leaders from one organization and accommodates 25-30 attendees. These events will be held on a virtual platform. Registration is FREE for all attendees.
    This session will feature the National Geospatial Intelligence Agency with Patrick Yuen, PhD. Patrick Yuen received a Bachelor's degree from the University of Wisconsin-Madison, Master's and Doctoral degrees from the University of Arizona. His major is electrical engineering with technical focus on image processing and remote sensing. After graduation he worked for several commercial satellite imagery companies. He has now been working at National Geospatial-Intelligence Agency (NGA) for five years as an imagery scientist and a course manager at the NGA College. His other previous roles at NGA included acting as the co-lead of the outreach working group in the Asian Pacific American Council (APAC). He is now also an NGA ambassador to assist recruiters in outreach programs. RSVP today here: https://bit.ly/3uj0tTC

    External employer-hosted events and activities are not affiliated with the USC Career Center. They are posted on Viterbi Career Connections because they may be of interest to members of the Viterbi community. Inclusion of any activity does not indicate USC sponsorship or endorsement of that activity or event. It is the participant's responsibility to apply due diligence, exercise caution when participating, and report concerns to vcareers@usc.edu

    Location: Virtual, RSVP at: https://bit.ly/3uj0tTC

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

    OutlookiCal
  • ECE Seminar - Human-centered machine intelligence: From robust signal analytics to trustworthy human-technology partnership

    Thu, Feb 17, 2022 @ 10:00 AM - 11:00 AM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Dr. Theodora Chaspari, Assistant Professor, Computer Science & Engineering Department, Texas A&M University

    Talk Title: Human-centered machine intelligence: From robust signal analytics to trustworthy human-technology partnership

    Abstract: Recent converging advances in sensing and computing allow the ambulatory long-term tracking of individuals yielding a rich set of real-life multimodal bio-behavioral signals, such as speech, physiology, and facial expressions. While such measurements coupled with artificial intelligence (AI) and machine learning (ML) algorithms have been heralded as promising solutions to addressing pressing societal challenges, public and expert determination of whether this integration is a good prospect is widely debated. At the same time, interactions between humans and AI are increasingly moving away from simple diagnosis of human outcomes to collaborative relationships, in which humans work side-by-side with AI systems for carrying out a set of common goals. This talk will describe new signal analytics and ML algorithms for trustworthy human-centered machine intelligence focusing on four main pillars of trustworthiness, namely robustness, privacy preservation, explainability, and fairness. We will first present our work on personalized ML models of human outcomes, generalizable learning of human states via the formulation of weakly supervised learning algorithms, and context-aware signal representations for reliably modeling interpersonal interaction. Following that, we will discuss a privacy-preserving mood recognition framework through user anonymization and examine factors of socio-demographic bias in signals and ML systems that may perpetuate social disparities in human-centered analytics. Finally, we will present our recent work on human-AI collaboration that examines how human stakeholders (e.g., clinicians) interact with AI/ML along dimensions of trust formation, maintenance, and repair. We will demonstrate the effectiveness of the proposed approaches through examples in mental health, public health, workforce training and re-skilling, and team science.

    Biography: Theodora Chaspari is an Assistant Professor in the Computer Science & Engineering Department at Texas A&M University. She has received her Bachelor of Science (2010) in Electrical & Computer Engineering from the National Technical University of Athens, Greece and her Master of Science (2012) and Ph.D. (2017) in Electrical Engineering from the University of Southern California. Between 2010 and 2017 she worked as a Research Assistant at the Signal Analysis and Interpretation Laboratory at USC. She has also been a Lab Associate Intern at Disney Research (2015). Theodora's research interests lie in the areas of signal processing, machine learning, data science, and affective computing. She is a recipient of the NSF CAREER Award (2021), TAMU Montague Teaching Award (2021), USC Women in Science and Engineering Merit Fellowship (2015), and USC Annenberg Graduate Fellowship (2010). Papers co-authored with her students have been nominated and won awards at the ASC 2021, ACM BuildSys 2019, IEEE ACII 2019, ASCE i3CE 2019, and IEEE BSN 2018 conferences. She is serving as an Editor of the Elsevier Computer Speech & Language, and in various conference organization committees (ACM ICMI 2023/2020/2018, ACM IUI 2021, ACM KDD 2022, IEEE ACII 2022/2021/2019/2017, IEEE BSN 2018). She has further developed and taught several graduate and undergraduate courses in signal analytics and ML. Her work is supported by federal and private funding sources, including the NSF, NIH, NASA, IARPA, AFRL, AFOSR, General Motors, Keck Foundation, and the Engineering Information Foundation.

    Host: Dr. Justin Haldar, jhaldar@usc.edu

    Webcast: https://usc.zoom.us/j/91654081503?pwd=aTFTN293KzFMTWFIUlQ4MkJHOFQxdz09

    Location: Hughes Aircraft Electrical Engineering Center (EEB) - 248

    WebCast Link: https://usc.zoom.us/j/91654081503?pwd=aTFTN293KzFMTWFIUlQ4MkJHOFQxdz09

    Audiences: Everyone Is Invited

    Contact: Mayumi Thrasher

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  • Astani Civil and Environmental Engineering Seminar

    Thu, Feb 17, 2022 @ 12:30 PM - 01:30 PM

    Sonny Astani Department of Civil and Environmental Engineering

    Conferences, Lectures, & Seminars


    Speaker: Dr. Kandis Leslie Abdul-Aziz , Chemical and Environmental Engineering, University of California, Riverside

    Talk Title: Creating Value from Waste and Pollution: Sustainable chemical processes to promote a circular economy

    Abstract: A circular economy aims to redefine growth, focusing on society-wide benefits beyond the current take-make-waste industrial model. It entails an economic outlook that goes beyond the consumption of finite resources and develops strategies for utilizing waste. This presentation presents two strategies for the utilization of waste. The project will discuss the advent of a circular agriculture economy and how one of the top waste agriculture crops in the U.S., corn stover, can be engineered into valuable products. The first part of the presentation will discuss our efforts to convert corn stover into a source for sugar fatty acid ester pesticides to control the population of Asian citrus psyllid. Asian citrus psyllid poses a risk to citrus crops, and there are limited organic pesticide choices for growers and farmers. Sugar fatty acid ester pesticides are renewable and environmentally benign alternatives. The second part of the presentation will demonstrate the influence of hydrothermal carbonization (HTC) or slow pyrolysis (SP) process conditions on the physicochemical properties of precursor biochars and activated carbon (AC). The AC is achieved through a direct or two-step method with subsequent chemical activation using KOH. A theory is developed on the biochar propensity to be chemically activated based on the composition of the lignocellulosic structure. The activated carbon was utilized for wastewater treatment applications. The presentation will conclude with a discussion on a circular economy and the role of engineers.




    Biography: Dr. Kandis Leslie Abdul-Aziz is an Assistant Professor in the Chemical and Environmental Engineering department at the University of California, Riverside. She joined the University in 2018 after receiving her Ph.D. in Chemistry from the University of Illinois at Urbana-Champaign. Before joining UC Riverside, she was a Provost postdoctoral fellow at the University of Pennsylvania, where she developed procedures for synthesizing heterogeneous catalysts using atomic layer deposition. She has also worked previously as a Forensic scientist for the Philadelphia police department and as a Refinery chemist at Sunoco Chemicals in Philadelphia after receiving a B.S. in Chemistry from Temple University. Her research group develops sustainable catalytic processes using an interdisciplinary toolset from materials and chemical engineering and physical chemistry for sustainable applications. She was awarded a 2022 National Science Foundation Career Award and is a Scialog Negative Emissions Fellow.

    Host: Dr. Amy Childress

    Webcast: https://usc.zoom.us/j/91873923659 Meeting ID: 918 7392 3659 Passcode: 975701

    Location: Michelson Center for Convergent Bioscience (MCB) - 101

    WebCast Link: https://usc.zoom.us/j/91873923659 Meeting ID: 918 7392 3659 Passcode: 975701

    Audiences: Everyone Is Invited

    Contact: Evangeline Reyes

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  • AME Special Seminar

    Thu, Feb 17, 2022 @ 03:30 PM - 04:30 PM

    Aerospace and Mechanical Engineering

    Conferences, Lectures, & Seminars


    Speaker: Neda Maghsoodi, California Institute of Technology

    Talk Title: Nonlinear Dynamics of Soft Filaments: From Biology to Engineering

    Abstract: Filaments of soft materials such as rubber and biopolymers can easily undergo large complex deformations under external stimuli. Soft filaments offer exciting applications in engineering, life science, and medicine since their nonlinear conformational changes can be harnessed for robust functional mechanisms. Understanding the dynamics of soft filaments is fundamental to advancing future engineering and medical applications. In this talk, I present analytical models for two fascinating soft filaments that function in the nonlinear regime; 1) protein filaments forming the contractile injection machinery of the virus bacteriophage T4, and 2) photoactivated liquid crystal elastomeric (LCEs) filaments proposed for future soft robotics. I present dynamic models for both filaments based on continuum rod theory to predict their dynamical nonlinear behaviors. For context, bacteriophage T4 is an intriguing nano-scale injection machine that infects the bacterium E. coli (its host) by rupturing the cell membrane and then injecting its genome into the host cell. The injection process is initiated when the injection machine, composed of protein filaments, undergoes a nonlinear conformational change to drive the T4 needle into the host. Photomechanical LCEs are engineered, light-sensitive polymers that undergo large reversible deformations under illumination. For these systems, I show how phage T4 exploits large deformations of the protein filaments for efficient DNA injection, and how one can harness nonlinear deformations of LCE filament to generate periodic motions under steady illumination. These findings have significant implications for designing future biomedical devices and bio-inspired soft robotics.



    Biography: Neda Maghsoodi is a postdoctoral scholar at the California Institute of Technology (CalTech). Neda received her Ph.D. in Mechanical Engineering in 2019 and her M.Sc. in Biomedical Engineering in 2017 from the University of Michigan-Ann Arbor. Prior to joining the University of Michigan, she earned her B.Sc. and M.Sc. both in Mechanical Engineering from Iran. Her research lies at the interface of applied mechanics, materials science, and biology and develops novel theoretical models to elucidate nonlinear dynamics of soft filaments at a broad range of time- and length-scales. In her academic career, Neda was named a Rising Star in Mechanical Engineering by UC-Berkeley (2020), received the Best Paper award in the ASME International Conference on Micro- and Nanosystems, and received the Best B.Sc. Thesis award of the year from the Iranian Society of Acoustics and Vibration. The novelty and significance of her Ph.D. research have been featured in Biophysical Journal as the New and Notable Article and in several news outlets.

    Host: AME Department

    More Info: https://usc.zoom.us/j/95277955610

    Webcast: https://usc.zoom.us/j/95277955610

    WebCast Link: https://usc.zoom.us/j/95277955610

    Audiences: Everyone Is Invited

    Contact: Tessa Yao

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  • Interview Success Workshop (HYBRID)

    Thu, Feb 17, 2022 @ 04:00 PM - 04:30 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    THIS EVENT WILL BE HOSTED HYBRID: IN-PERSON & ONLINE SIMULTANEOUSLY

    Increase your preparedness for interviews by attending this professional development Q&A moderated by Viterbi Career Connections staff or Viterbi employer partners.

    To access the ZOOM link and for more information on this workshop, log into Viterbi Career Gateway>> Events>>Workshops: https://shibboleth-viterbi-usc-csm.symplicity.com/sso/

    For more information about workshops, please visit viterbicareers.usc.edu/workshops.

    For In-Person: Attendance is limited to room capacity


    Location: Ronald Tutor Hall of Engineering (RTH) - 211

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • Mork Family Department Seminar - Malik Wagih

    Thu, Feb 17, 2022 @ 04:00 PM - 05:15 PM

    Mork Family Department of Chemical Engineering and Materials Science

    Conferences, Lectures, & Seminars


    Speaker: Malik Wagih , Massachusetts Institute of Technology

    Talk Title: Grain Boundary Segregation for Alloy Design: From Atoms to Polycrystals

    Host: Professor A.Hodge

    Location: Kaprielian Hall (KAP) - 147

    Audiences: Everyone Is Invited

    Contact: Heather Alexander

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  • Grand Challenges Scholars Program 2.0 with Dean Yortsos

    Thu, Feb 17, 2022 @ 05:30 PM - 07:00 PM

    Viterbi School of Engineering Student Affairs

    Conferences, Lectures, & Seminars


    Speaker: Dean Yannis Yortsos , Dean Yannis Yortsos

    Talk Title: Grand Challenges Scholars Program 2.0 with Dean Yortsos

    Abstract: Come join us at our upcoming event, the Grand Challenges Scholars Program 2.0 with Dean Yortsos on Thursday, February 17th, 2022 from 5:30-7:00 p.m. in RTH 105 and Zoom. Dean Yortsos presents on his vision for the new/updated GCSP and its required mindsets.


    Host: Grand Challenges Scholars Program

    Location: Ronald Tutor Hall of Engineering (RTH) - 105

    Audiences: Undergrad

    Contact: Viterbi Undergraduate Programs

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  • LA Sanitation Webinar

    Fri, Feb 18, 2022 @ 09:00 AM - 12:00 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    We're hosting a webinar on Friday, February 18 from 9am to 12pm PST (Virtual) via Zoom where you can learn about some of our other environmental-focused jobs within the clean water and watershed protection fields.

    Environmental Compliance Inspector
    Clean Water Collection Worker
    Laboratory Technician
    Water Reclamation Plant Operator
    Environmental Specialist
    Salary, benefits, hiring process, and career advancement
    We invite you to join us at no charge, but space is limited. Please register today: REGISTER FOR THE JOBS WEBINAR

    ENVIRONMENTAL-FOCUSED JOBS - ACTIVELY RECRUITING ENGINEERS
    FOR THE CITY OF LOS ANGELES Project Green Leadership (PGL), our campus recruitment team, is once again accepting applications to schedule interviews for over 30 available Environmental Engineering Associate positions with LA Sanitation & Environment! It's full-time work starting this spring or summer.

    Apply today on Viterbi Career Gateway: Environmental Engineering Associate Job Posting (ID: 253809)
    Applications are due by 2/28/22 and interviews will be held virtually on 3/15/22.

    External employer-hosted events and activities are not affiliated with the USC Career Center. They are posted on Viterbi Career Connections because they may be of interest to members of the Viterbi community. Inclusion of any activity does not indicate USC sponsorship or endorsement of that activity or event. It is the participant's responsibility to apply due diligence, exercise caution when participating, and report concerns to vcareers@usc.edu

    Location: Virtual, RSVP on Viterbi Career Gateway

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • ECE Seminar

    Fri, Feb 18, 2022 @ 10:00 AM - 11:00 PM

    Ming Hsieh Department of Electrical and Computer Engineering

    Conferences, Lectures, & Seminars


    Speaker: Dr. Yingyan (Celine) Lin, Department of Electrical and Computer Engineering, Rice University

    Talk Title: Towards Network-Accelerator Co-Search for Promoting Ubiquitous on-Device Intelligence and Green AI

    Abstract: Deep learning (DL)-powered intelligence embedded into numerous daily-life devices promises to transform the quality of human life. Despite this great promise, there is a vast and increasing gap between the prohibitive complexity of powerful DL algorithms and the constrained resources in daily-life devices. While DL accelerators have the potential to close the aforementioned immense gap and push forward green AI, their power has yet to be unleashed due to the following fundamental challenges: (1) fast DL algorithm advances vs. slow DL accelerator development, and (2) the promise of algorithm and accelerator co-search vs. the Lack of such co-search. Therefore, it is imperative to develop innovative techniques that can expedite the development of optimal DL accelerators and unlock the promise of co-searching for optimal DL algorithms and accelerators for maximizing their achievable hardware efficiency.

    In this talk, I will present our recently developed techniques towards DL network-accelerator co-search, serving as a timely holistic effort toward addressing the aforementioned challenges. Specifically, I will start by introducing our techniques for designing hardware-aware DL algorithms (i.e., top-down efforts) and algorithm-award DL accelerators (i.e., bottom-up efforts), which helps us to gain important insights for understanding their design space and optimization. Then, I will share our first-of-their-kind techniques that are among the very first generic efforts to enable simultaneous searching for optimal DL algorithms and accelerators (i.e., bridging efforts) to maximize both task accuracy and hardware efficiency. Finally, I will conclude my talk with exciting (1) applications of our co-search framework and (2) pointers to future directions.

    Biography: Yingyan (Celine) Lin is an Assistant Professor in the Department of Electrical and Computer Engineering at Rice University. She leads the Efficient and Intelligent Computing (EIC) Lab at Rice, which focuses on developing efficient machine learning techniques towards green AI and ubiquitous machine learning powered intelligence. She received a Ph.D. degree in Electrical and Computer Engineering from the University of Illinois at Urbana-Champaign in 2017.

    Prof. Lin is a NSF CAREER Award, IBM Faculty Award, and Facebook Research Award recipient. She was selected as a Rising Star in EECS by the 2017 Academic Career Workshop for Women at Stanford University. She received a Best Student Paper Award at the 2016 IEEE International Workshop on Signal Processing Systems (SiPS 2016), and the 2016 Robert T. Chien Memorial Award for Excellence in Research at UIUC. Prof. Lin is currently the lead PI on multiple multi-university projects (e.g., RTML and 3DML) and her group has been funded by NSF, NIH, DARPA, ONR, Qualcomm, Intel, IBM, and Facebook.

    Host: Dr. Murali Annavaram, annavara@usc.edu

    Webcast: https://usc.zoom.us/j/95976355759?pwd=cTkwMlpoVFRuOEkxQ2JHNy9MYzJ4dz09

    WebCast Link: https://usc.zoom.us/j/95976355759?pwd=cTkwMlpoVFRuOEkxQ2JHNy9MYzJ4dz09

    Audiences: Everyone Is Invited

    Contact: Mayumi Thrasher

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  • CommonSpirit Health Event Series (Virtual)

    Fri, Feb 18, 2022 @ 11:00 AM - 12:00 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    We would like to share an exciting opportunity for your Masters of Cyber Security, Legal Studies, Healthcare Compliance, or Privacy students. CommonSpirit Health is excited to sponsor a 12-week Corporate Responsibility summer internship, fostering training in an integrated health system. We would like to invite your students to apply for the 2022 Corporate Responsibility Summer Internship at CommonSpirit Health. The goal is for our interns to acquire marketable technical and leadership skills within Corporate Responsibility, develop a comprehensive understanding of a large integrated healthcare system, and foster organizational relationships to guide professional growth.
    CommonSpirit Health will be hosting 2 Corporate Responsibility Interns remotely this summer. We invite all interested candidates to join us for a virtual information session this winter:
    Friday, February 18th at 11am PT. Register HERE.
    https://commonspirit.zoom.us/meeting/register/tJ0tcOmtrjkoE9SNkBL4mK-87-6QpLfSfq0q
    Applications are available on our CommonSpirit Health Careers Portal here. All application materials will be due by March 14th.
    https://urldefense.com/v3/__https:/careers-commonspirit.icims.com/jobs/221843/corporate-responsibility-graduate-intern/job?mode=view&mobile=false&width=2537&height=500&bga=true&needsRedirect=false&jan1offset=-480&jun1offset=-420__;!!LIr3w8kk_Xxm!5o8U2danY-mqqEHzD14ilYlKTxBhzfmfWcPk8Ho3A_xkqHjOF0Y_cUrg2QPuy5Q$

    CommonSpirit Health was established in 2019, when two of the largest health systems in the United States, Catholic Health Initiatives and Dignity Health joined forces. Today, CommonSpirit Health is the largest nonprofit mission driven health system in the country and has a presence of 142 hospitals across 21 states. Our vision is a healthier future for all-inspired by faith, driven by innovation, and powered by our humanity. Our organization is founded upon the values of compassion, inclusion, integrity, excellence and collaboration.

    External employer-hosted events and activities are not affiliated with the USC Career Center. They are posted on Viterbi Career Connections because they may be of interest to members of the Viterbi community. Inclusion of any activity does not indicate USC sponsorship or endorsement of that activity or event. It is the participant's responsibility to apply due diligence, exercise caution when participating, and report concerns to vcareers@usc.edu

    Location: Virtual, RSVP on Viterbi Career Gateway

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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  • Interview Success Workshop (ON-CAMPUS)

    Fri, Feb 18, 2022 @ 01:00 PM - 01:30 PM

    Viterbi School of Engineering Career Connections

    Workshops & Infosessions


    THIS EVENT WILL BE IN-PERSON, ON-CAMPUS

    Increase your preparedness for interviews by attending this professional development Q&A moderated by Viterbi Career Connections staff or Viterbi employer partners.

    For more information about workshops, please visit viterbicareers.usc.edu/workshops.

    Attendance is limited to room capacity

    Location: Ronald Tutor Hall of Engineering (RTH) - 211

    Audiences: Everyone Is Invited

    Contact: RTH 218 Viterbi Career Connections

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