Aditya Kumar

Aditya Kumar Email and Phone Number

Undergraduate Research Assistant @ University of Southern California
Fremont, CA, US
Aditya Kumar's Location
Fremont, California, United States, United States
Aditya Kumar's Contact Details

Aditya Kumar work email

Aditya Kumar personal email

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About Aditya Kumar

I am currently enrolled as a senior at the University of Southern California majoring in Computer Science. My proficient programming languages include C++, Java, and Python. I am currently working under Dr. Sandeep Gupta to study techniques to solve boolean satisfiability (SAT) problems more efficiently. I am interested in using computer science to change the world through impactful projects utilizing artificial intelligence.

Aditya Kumar's Current Company Details
University of Southern California

University Of Southern California

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Undergraduate Research Assistant
Fremont, CA, US
Aditya Kumar Work Experience Details
  • University Of Southern California
    Undergraduate Research Assistant
    University Of Southern California
    Fremont, Ca, Us
  • University Of Southern California
    Undergraduate Research Assistant
    University Of Southern California Jun 2022 - Present
    - Explore boolean satisfiability (SAT) problems with up to 250,000 variables; study the concepts of NP-completeness- Design experiments to test the efficacy of different solving methods for SAT problems- Develop hardware-accelerated ML heuristics inspired by state-of-the-art reinforcement learning algorithms
  • University Of Southern California
    Undergraduate Research Assistant
    University Of Southern California Aug 2021 - May 2022
    Los Angeles, California, United States
    - Designed algorithms and wrote programs for reading transistor netlists and detecting redundant aspects of these circuits- Implemented C++ data structures to store large circuits and simulate the resulting truth tables- Presented findings in yearly symposiums with the other CURVE (Center for Undergraduate Research in Viterbi Engineering) research fellows
  • Usc Center For Ai In Society'S Student Branch (Cais++)
    Curriculum Member
    Usc Center For Ai In Society'S Student Branch (Cais++) Sep 2022 - Present
    Los Angeles, California, United States
    - Engage with an interactive curriculum to learn basics of AI, ML models/metrics, and neural network architectures- Develop personal notebooks to parse datasets, preprocess data, and practice creating different machine learning models- Liaise with others in curriculum group to develop understanding and promote discussions on AI for social good- Collaborate on an NLP project involving sentiment analysis; present results in a showcase to members and professors
  • Google
    Software Engineering Intern
    Google May 2024 - Aug 2024
    Sunnyvale, California, United States
    - Refactored and extended evaluation pipeline for Workspace query understanding with added tests and a scalable structure- Developed output diff reports with custom configurations and metrics per error type, streamlining LLM error analysis- Built a prompt engineering pipeline and conducted experiments to optimize prompt size while preserving accuracy- Launched modified LLM prompt from experiments, improving accuracy by 3% and reducing relevant errors by half
  • Usc Viterbi School Of Engineering
    Course Producer
    Usc Viterbi School Of Engineering Jan 2023 - May 2024
    Los Angeles, California, United States
    - Provided conceptual help and debugging assistance for students in CSCI103 (C++ Programming) during office hours- Led lab sessions to teach concepts such as compilation, memory allocation, Linux, and object-oriented design
  • Zscaler
    Machine Learning Engineer Intern
    Zscaler May 2023 - Aug 2023
    San Jose, California, United States
    - Simulate over 10,000,000 transactions for scale testing of ZPA ML models to create access policies for users and apps- Examine new heuristics to efficiently form user and app clusters using collaborative filtering recommendations- Create integration tests hosted on Kubeflow pipelines to confirm validity of policies and user/app groupings- Implement a custom QA framework for LLM apps using keyword matching, similarity metrics, sentiment analysis
  • Pilotcity
    Project Developer
    Pilotcity Apr 2020 - Aug 2020
    San Leandro, California, United States
    - Created a Picterra machine learning model to identify homeless tents given satellite imaging of a city in order to relocate the homeless population- Initiated discussions with Los Angeles homeless shelters regarding the implementation of our model
  • American High School Chess Club
    Co-Vice President
    American High School Chess Club Sep 2017 - Jun 2020
    - Organized a team to represent our school in competitive tournaments- Created lesson plans for students new to chess
  • United States Chess Federation
    Uscf Chess Player
    United States Chess Federation Jul 2009 - Feb 2020
    - Participated in over 150 nationally-recognized tournaments- Ranked in the 90th percentile nationally

Aditya Kumar Education Details

Frequently Asked Questions about Aditya Kumar

What company does Aditya Kumar work for?

Aditya Kumar works for University Of Southern California

What is Aditya Kumar's role at the current company?

Aditya Kumar's current role is Undergraduate Research Assistant.

What is Aditya Kumar's email address?

Aditya Kumar's email address is ad****@****usc.edu

What schools did Aditya Kumar attend?

Aditya Kumar attended University Of Southern California, American High School.

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