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Chaitya0623/README.md

Hey there ๐Ÿ‘‹ I'm Chaitya Shah

AI Engineer โ€ข LLM Researcher โ€ข MS Data Science @ Columbia University

Building intelligent systems at the intersection of LLMs, AI agents, and real-world impact.


๐Ÿš€ About Me

I'm a Master's student in Data Science at Columbia University (GPA: 3.83/4) with a background in Computer Engineering.
Iโ€™ve built and deployed production-scale AI systems, led AI teams at startups, published research, and competed internationally in robotics.

I enjoy working on problems that combine research depth with real-world deployment โ€” especially in LLM reasoning, agents, and applied ML.

๐Ÿ“Œ Actively seeking Summer / Fall 2026 internships in AI, ML, or Data Science.


๐Ÿง  What I'm Working On

  • ๐Ÿค– LLM Agents & Reasoning
    Multi-step agent systems, LangGraph-based workflows, smart contract vulnerability discovery.

  • ๐Ÿงฎ Efficient LLM Inference
    Dynamic KV cache compression for chain-of-thought reasoning (LoRA + distillation).

  • ๐Ÿ“Š Social Media Intelligence
    Large-scale trend detection across Reddit, Telegram, YouTube, Bluesky (120k+ posts).

  • ๐ŸŒ AI for Impact
    Energy optimization, mental health chatbots, public-interest media analytics.


๐Ÿ—๏ธ Experience Highlights

  • ๐Ÿง  Founding AI Engineer โ€“ SimPPL (NYC)
    Built AI-powered audience analytics used by New York Public Radio (20k+ users).
    Backed by Mozilla & Google (exploreCSR), incubated by UNICEF.

  • โšก Data Science Intern โ€“ Avrio Energy (Berlin)
    Reduced energy costs by 15% across 70+ McDonaldโ€™s outlets in 22 countries.

  • ๐Ÿ”ฌ Research Intern โ€“ IIT Patna
    Fraud detection on Ethereum using Graph Neural Networks (Temporal GATs).

  • ๐Ÿ’ฌ AI Intern โ€“ Infiheal
    RAG-based mental health chatbot, fine-tuned LLaMA on 500k+ conversations.

  • ๐ŸŽ“ Teaching Assistant โ€“ NLP @ Columbia
    Mentored 250+ graduate students on LLMs, RAG, and transformers.


๐Ÿ“„ Publications

  • ICWSM 2024 (AAAI)
    Can Social Media Platforms Transcend Political Labels?
    Analysis of neutral conversations on Truth Social.

๐Ÿ† Competitions

Represented India internationally with DJS Antariksh (Mars Rover Team):

  • ๐Ÿฅ‰ International Rover Challenge 2024
  • ๐Ÿฅˆ European Rover Challenge 2023 (Remote)
  • ๐Ÿฅˆ International Space Drone Challenge 2024
  • ๐Ÿ‡ฎ๐Ÿ‡ณ First Indian team to qualify for ERC (Onsite)

๐Ÿ’ป Tech Stacks:

C C++ HTML5 JavaScript LaTeX Markdown Python AWS Azure Netlify Bootstrap FastAPI NPM React Django Threejs MUI TailwindCSS MySQL SQLite Keras NumPy TensorFlow Pandas Plotly PyTorch scikit-learn SciPy Matplotlib Seaborn NLTK NLP OpenCV LINUX Docker Postman ROS RViz Gazebo Arduino LangGraph CrewAI AutoGen HuggingFace CUDA GCP Airflow

๐Ÿ“Š GitHub Stats:


๐Ÿ“ฌ Let's Connect


โญ If youโ€™re building something interesting with AI, research, or startups, letโ€™s talk!

Pinned Loading

  1. Agentics-Research Agentics-Research Public

    Forked from IBM/Agentics

    Agentics is a Python framework that provides structured, scalable, and semantically grounded agentic computation.

    Python

  2. SentenceRestructuring SentenceRestructuring Public

    Jupyter Notebook 3 1

  3. portfolio portfolio Public

    Personal Portfolio

    JavaScript 1

  4. Healo Healo Public

    Jupyter Notebook

  5. Internship-Portal Internship-Portal Public

    Forked from djunicode/Internship-Portal

  6. decentral-inc/apm-iterate decentral-inc/apm-iterate Public

    APM

    TypeScript 1