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G3Ram/README.md

Hi, I'm Gayathri (G3) 👋

AI Engineer · MS in Computer Science (AI), Georgia Tech · Google Cloud Professional ML Engineer · AWS ML Specialty

I build and evaluate AI systems end-to-end — from question-generation pipelines on Vertex AI to governance gateways for LLM traffic. Currently focused on AI engineering, evals, and AI governance.

🔨 What I'm building

  • MindMeet — UIL academic competition prep app for Texas K-12 students. LLM question-generation pipeline on Vertex AI, FastAPI backend.
  • Tanglish LM — Character-level language model (nanoGPT) trained on romanized Tamil-English song lyrics, with a custom corpus pipeline.
  • Cinelens - Conversational movie-discovery agent built on a provider-agnostic LLM orchestrator, so the underlying model can be swapped without changing agent logic; supports multi-turn dialogue.
  • LLM Playground - Model-evaluation harness comparing base vs.\ instruct behavior: tokenization experiments on base models and a Llama-as-a-judge setup to score how base and instruct variants perform.

🛠 Stack

Python FastAPI Vertex AI Google ADK Firestore Pub/Sub LiteLLM PyTorch React TypeScript

📜 Certifications

  • Google Cloud Professional Machine Learning Engineer
  • AWS Certified Machine Learning – Specialty

✨ Outside of code

Wife, mother, and artist — macramé and painting when I'm not shipping. Ask me about Tamil music or UIL trivia.

📫 Reach me: gayathri.t.ramakrishnan@gmail.com · Pronouns: She/Her

Pinned Loading

  1. mathematics-ml-ds mathematics-ml-ds Public

    Mathematics for Machine Learning and Data Science

    Jupyter Notebook 1

  2. blind-75 blind-75 Public

    This is a repository containing all the blind-75 problems with stub and test cases for daily practice

    Python 7 1

  3. customer-support-agent customer-support-agent Public

    🤖 Production-grade autonomous customer support agent using Claude AI & MCP achieving 100% first-contact resolution. Built for Claude Architect Certification (Scenario 1) - demonstrates agentic arc…

    Python 6 2