Aarush Aitha

Aarush Aitha Email and Phone Number

Undergraduate Research Assistant @ Berkeley Artificial Intelligence Research
Dublin, CA, US
Aarush Aitha's Location
Dublin, California, United States, United States
Aarush Aitha's Contact Details

Aarush Aitha personal email

n/a
About Aarush Aitha

I am Aarush Aitha, an undergraduate student at UC Berkeley, pursuing a Bachelor of Science degree in Electrical Engineering and Computer Science (EECS). My academic and research interests lie in the field of machine learning and reinforcement learning, as well as their intersections with neurotechnology and assistive technology.Currently, I am working as an Undergraduate Research Assistant at Berkeley Artificial Intelligence Research (BAIR), developing RL algorithms for autonomous drone control. I am implementing actor-critic algorithms with generalized advantage estimation, and creating a novel method of RL training using curriculum learning and teacher-student distillation. I am advised by Professor Avideh Zakhor, a renowned expert in computer vision and robotics.I also work as a Software Developer at Neurotech@Berkeley, a student-run club that explores the applications of brain-computer interfaces and neuroengineering. I developed software and built hardware for a blink-controlled RC car using EOG data streamed via Bluetooth from a Muse S headset and processed by Python code. I am currently working on a project involving the use of ML to classify separable actions using EEG data.I am passionate about using machine learning and neurotechnology to create innovative and impactful solutions for real-world problems. I am always eager to learn new skills, collaborate with others, and explore new domains. I am looking for opportunities to further develop my knowledge and experience in these fields, and to contribute to cutting-edge research and projects. Please feel free to reach out!

Aarush Aitha's Current Company Details
Berkeley Artificial Intelligence Research

Berkeley Artificial Intelligence Research

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Undergraduate Research Assistant
Dublin, CA, US
Employees:
151
Aarush Aitha Work Experience Details
  • Berkeley Artificial Intelligence Research
    Undergraduate Research Assistant
    Berkeley Artificial Intelligence Research
    Dublin, Ca, Us
  • Berkeley Artificial Intelligence Research
    Undergraduate Research Assistant
    Berkeley Artificial Intelligence Research Sep 2023 - Present
    Berkeley, California, United States
    Developing RL (reinforcement learning) algorithms for autonomous drone control. Integrating heuristic-based curriculum learning in combination with off-the-shelf model-free reinforcement learning algorithms such as proximal policy optimization (PPO), soft actor-critic (SAC), and deep deterministic policy gradient (DDPG).
  • Neurotech@Berkeley
    Software Developer
    Neurotech@Berkeley Sep 2022 - Present
    Berkeley, California, United States
    Developed software and built hardware for a blink-controlled RC car using EOG data streamed via Bluetooth from a Muse S headset and processed by Python code. Currently working on a project involving using ML to classify separable actions using EEG data.
  • Nvidia
    Software Engineer Intern
    Nvidia May 2024 - Aug 2024
    Santa Clara, California, United States
    Implementing a distributed systems architecture to increase deep learning simulation job throughput by 20%. Designing a new interface for specifying tags and knobs for GPU/model configurations to run LLM workloads. Investigating effects of different hybrid mappings and parallelisms on run time, memory usage, and token throughput
  • Berkeley Rise Lab
    Undergraduate Researcher
    Berkeley Rise Lab Jan 2023 - May 2023
    Berkeley, California, United States
    Reinforcement learning for NLP, specifically program synthesis tasks such as code autocompletion and code optimization.
  • University Of California, Berkeley
    Cs 70 Reader
    University Of California, Berkeley Jan 2023 - May 2023
    Berkeley, California, United States
    Creating rubrics for student assignments and examinations. Grading student work. Assisting students one-on-one during office hours.
  • University Of California, Berkeley
    Cs 70 Academic Intern
    University Of California, Berkeley Jun 2022 - Jan 2023
    Berkeley, California, United States
    Assisted students during discussion by providing hints and explanations when necessary. Taught problems to roughly 20 students relating to modular arithmetic, graph theory, and probability.
  • Uc Berkeley College Of Engineering
    Undergraduate Research Assistant
    Uc Berkeley College Of Engineering Jan 2023 - May 2023
    Berkeley, California, United States
    Working in Professor Brian Barsky's lab on project 183C, Fingertip Keyboard Input. Using computer vision techniques to capture finger tracings of characters and classify them using convolutional neural networks. Created a confidence selection feature so that users can manually select ambiguous characters when the model fails to differentiate similar letters such as "C" and "c".
  • Kaiser Permanente
    Data Engineer Intern
    Kaiser Permanente Jun 2022 - Aug 2022
    Pleasanton, California, United States
    Created Splunk reports that monitored various types of server errors and compiled them into a dashboard.Led the development of dashboards to monitor front-end errors and performance metrics.
  • Fastspring
    Software Engineer Intern
    Fastspring May 2022 - Aug 2022
    Santa Barbara, California, United States
    Developed a new feature in order to generate a CSV report of important company information by querying PostgreSQL. Tested fixes on QA environments, which were then pushed and released to production after rigorous test cases. Fixed 15 complicated bugs involving front-end issues, back-end database problems, API calls, and more.
  • Google
    Computer Science Summer Institute
    Google Jul 2021 - Aug 2021
    Completed an introductory project-based JavaScript and Firebase curriculum taught by Google engineers. Delivered a collaborative final project presentation that included a live demonstration to Google employees and community leaders.
  • Stanford University
    Scf Stem To Shtem
    Stanford University Jun 2020 - Sep 2020
    Palo Alto, California, United States
    Conducted research on the COVID-19 virus by analyzing roughly 4000 genome reads taken from the time frame of December 2019 to April 2020 (wide variety of locations around the world). Published a paper that drew conclusions about mutation frequencies by quantifying differences between the genomes. Continued work with mentors to test new k-mer analysis software, kmerVC, on human reference genomes to examine and investigate oncological data.
  • Infinilytics Inc.
    Data Scientist Intern
    Infinilytics Inc. Jun 2019 - Sep 2019
    San Ramon
    As a data science intern, I learned how to access and modify text-based databases such as HappyBase, MySQL, and graphical databases such as Neo4j using Python. For specific clients, I was able to automate and log recommendations. I also used RegEx to detect dates and byte locations in large files containing data about insurance claims.

Aarush Aitha Skills

Java Leadership Python Html Public Speaking Git

Aarush Aitha Education Details

Frequently Asked Questions about Aarush Aitha

What company does Aarush Aitha work for?

Aarush Aitha works for Berkeley Artificial Intelligence Research

What is Aarush Aitha's role at the current company?

Aarush Aitha's current role is Undergraduate Research Assistant.

What is Aarush Aitha's email address?

Aarush Aitha's email address is ai****@****ojo.com

What schools did Aarush Aitha attend?

Aarush Aitha attended University Of California, Berkeley, University Of California, Berkeley, Dublin High School.

What skills is Aarush Aitha known for?

Aarush Aitha has skills like Java, Leadership, Python, Html, Public Speaking, Git.

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