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  • Amazon AWS AI
  • Seattle, WA

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shreyash2106/README.md

Hi there! πŸ‘‹ I'm Shreyash Sridhar Iyengar

About Me

  • πŸŽ“ Master's student in Computer Science at Purdue University
  • πŸŽ“ Bachelor's in Electrical Engineering and Computer Science, Minor in Data Science from UC Berkeley
  • πŸ€– Passionate about AI, ML, and robotics β€” with a focus on LLMs, RAG pipelines, and autonomous systems
  • πŸ’Ό Former Machine Learning Intern @ AWS AI (AutoGluon team) β€” Summer 2024, Summer 2023
  • πŸ§‘β€πŸ”¬ Former intern @ Amazon (Telemetry team), Hewlett Packard Enterprise (Greenlake HPC) - Summer 2022, 2021
  • πŸ’» Building secure, scalable systems across ML, RAG, and high-performance computing domains
  • ⚽🎸 Love playing soccer and guitar in my downtime. Generally, a music and sports fanatic

What I'm Working/Worked On

  • 🏭 Autonomous Agents for Industry-Specific AI Solutions
  • 🀝 Multi-agent LLM systems that collaborate for complex decision-making (e.g., chess strategy via structured debates)
  • πŸ“¦ Creating plug-and-play RAG packages for document pipelines (AutoGluon RAG)
  • 🚁 Finetuning LLMs for drone path planning using signal temporal logic. Paper accepted at ICRA 2025 - SELP: Generating Safe and Efficient Task Plans for Robot Agents with Large Language Models (arXiv Paper).
  • πŸŽ₯ Bandwidth optimization for multi-stream computer vision in edge computing environments using mixed-integer linear programming

🌐 Socials:

LinkedIn Medium X Email

πŸ’» Tech Stack:

Python C AWS Go Java C++ Elasticsearch OpenCV React Apache Airflow Neo4J MySQL Postgres Pandas NumPy mlflow Matplotlib Keras TensorFlow Plotly PyTorch scikit-learn Scipy CircleCI GitHub Arduino Jira Docker Grafana Prometheus nVIDIA Unity

Feel free to reach outβ€”I'm always excited to connect and collaborate!

Pinned Loading

  1. autogluon/autogluon-rag autogluon/autogluon-rag Public

    Retrieval-Augmented Generation in 3 Lines of Code!

    Python 40 7

  2. autogluon/autogluon-dashboard autogluon/autogluon-dashboard Public

    Python 5 3

  3. autogluon/autogluon autogluon/autogluon Public

    Fast and Accurate ML in 3 Lines of Code

    Python 8.8k 1k

  4. LLM_Chess_Team LLM_Chess_Team Public

    LLMs working together to play chess

    Python

  5. kshitijalwadhi/CS536-bwalloc kshitijalwadhi/CS536-bwalloc Public

    Python

  6. KhanWhale/proj106a KhanWhale/proj106a Public

    Python