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GAInTheHouse/README.md

Hi there, I'm Gautam Agarwal! 👋

Portfolio LinkedIn Email

MS CS Student at Columbia University | Machine Learning & NLP Researcher | Ex-Epic Systems & Google


👨‍💻 About Me

I am a graduate student specializing in Machine Learning and NLP at Columbia University, with a strong background in distributed systems and generative AI. I have professional experience scaling AI infrastructures at Epic Systems and ArklexAI, and optimizing workflows at Google.

  • 🔭 I’m currently working on Agentic AI Systems and Self-Adaptive GenAI Frameworks.
  • 🎓 I’m currently pursuing my MS in Computer Science at Columbia University (Exp. Dec 2026).
  • 💼 Previously, I built NLP libraries and chatbot infrastructure at Epic Systems.
  • 🪂 Fun Fact: I'm an adrenaline junkie who loves skydiving and exploring new cities!

🛠️ Tech Stack

Languages
Python C++ Java SQL JavaScript

Machine Learning & AI
PyTorch TensorFlow Hugging Face Scikit-Learn OpenCV

Cloud & DevOps
AWS Google Cloud Docker Terraform


🔬 Featured Research & Projects

Project Description Tech
NFR Benchmarking for Agents Established a unified taxonomy for IT Automation Agents and implemented streaming API support for ITBench CISO agents. GPT-4o, Langfuse, Python
Self-Adaptive GenAI Architected a closed-loop framework for autonomous LLM self-improvement post-deployment. LLMs, Hyperparameter Opt.
TaskflowAI Agentic workflow system to parse emails, extract tasks, and auto-populate productivity tools. Multi-Agent Systems, NLP
MeetFree Web app for recording and auto-summarizing meetings using Gemini and Google STT. GCP, Gemini, React
Diabetic Pathways ML Correlated insulin/glucose levels in mice with gene expression data using Explainable AI. XAI, Data Science

💼 Professional Experience

  • Machine Learning Engineering Intern @ ArklexAI (Aug 2025 - Present)
  • Software Engineer @ Epic Systems (Mar 2023 - Aug 2025)
  • Software Engineering Intern @ Google (May 2022 - Sep 2022)

Let's connect! Reach out via LinkedIn or check out my Portfolio.

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  1. Adaptive-Self-Learning-Agentic-AI-System Adaptive-Self-Learning-Agentic-AI-System Public

    Adaptive Self-Learning Agentic AI System: A Continuous Fine-Tuning Framework

    Python 2

  2. BadgerX BadgerX Public

    ProjectX Repository 2020

    Jupyter Notebook 1

  3. blind-mans-bluff blind-mans-bluff Public

    Dart 2 2

  4. COVID-BOT COVID-BOT Public

    C++

  5. Data-Science-In-Wisconsin Data-Science-In-Wisconsin Public

    Data Analytics to arrive at Actionable Consequences for the City of Madison

    Jupyter Notebook 1 1

  6. cybersecurity-jacket cybersecurity-jacket Public

    A jacket for all cyber security enthusiasts!

    Batchfile 1