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TanujaNair03/README.md

Hi, I'm Tanuja

I like building practical AI systems, ML products, and decision-focused data solutions

LinkedIn Β  Gmail


About Me

I recently graduated from IIT Madras with a B.S. in Data Science and Applications. I enjoy building end-to-end ML systems, agentic AI workflows, analytics products, and data-driven tools that solve real business problems.

I’m especially interested in:

  • Agentic AI and LLM applications
  • Applied machine learning and computer vision
  • MLOps and deployment workflows
  • Decision-focused analytics and business intelligence

πŸ› οΈ Tech Stack

Area Tools
Languages
ML & Vision
Data & Cloud
Backend & Apps

πŸš€ Featured Projects

πŸ€– Agentic AI & LLMs

Project Description Tech Stack
πŸ₯ Claims Adjudication Agent Production-grade multi-agent medical claims engine with fraud detection, semantic clinical review via RAG, and live deployment. LangGraph LangChain FastAPI Gemini 2.5 Flash Streamlit
πŸ’¬ Agentic CX Support Router Enterprise customer support agent featuring LangGraph intent routing, RAG FAQs, and human-handoff escalation. LangGraph Gemini ChromaDB Streamlit
πŸ€– Gemini RAG Chatbot Multi-mode chatbot using Google Gemini & Retrieval-Augmented Generation (RAG). Gemini API Streamlit RAG
🍯 HoneyComb Agents A growing collection of focused mini AI agents for HoneyComb-style bounties with structured outputs and Hive-based packaging. Python Hive LLM Agents

πŸ‘οΈ Computer Vision & GenAI

Project Description Tech Stack
🏏 Cricket Player Tracking Advanced CV pipeline to detect players and project 3D coordinates onto a 2D field map. YOLOv11 ByteTrack OpenCV
πŸ‘“ VisionAssist Real-time navigation aid for the visually impaired with auditory feedback. YOLOv8 gTTS OpenCV

πŸ“Š Data Science & Analytics

Project Description Tech Stack
πŸ”’ NestlΓ© Fraud Pipeline Scaled pipeline for 900k outlets to detect real-time fraudulent activities. Python Streamlit
πŸš— Ford Recall Analysis End-to-end pipeline for early identification of product recall events in the US. Python Jupyter Notebook
πŸ“œ Ancient NLP Top 5% (6th/122) in Kaggle competition for ancient inscription classification. TensorFlow NLP
πŸ’° "Cost to Serve" BI Dashboard identifying granular cost optimization opportunities, implemented Pan-India. Power BI DAX SQL

βš™οΈ MLOps & Full Stack

Project Description Tech Stack
❀️ Heart Disease MLOps Production healthcare pipeline focusing on Fairness, Explainability, and Scalability. FastAPI GKE Fairlearn
πŸ”„ Iris CI/CD Pipeline Complete MLOps workflow with automated stress testing on GKE. GitHub Actions Docker DVC
πŸ’° SAVVY Finance AI-powered financial literacy app for kids with automated progress reports. Vue.js Flask Redis
🏠 Sorted App Full-stack app connecting customers with service professionals. Flask JavaScript SQLite

πŸ† Academic Highlights

πŸŽ“ Degree πŸ₯‡ Top 1% πŸ₯ˆ Top 2% πŸ… Top 5%
B.S. Data Science & Applications, IIT Madras BDM Capstone β€” 100/100 (Rank 6/800+) ML Project (Rank 15/1300+) NLP Exam (Rank 6/122)

πŸ“ˆ GitHub Snapshot

GitHub Stats GitHub Streak

Open to roles and collaborations in AI engineering, machine learning, applied data science, and intelligent systems.

Pinned Loading

  1. Aden-HoneyComb-Agents Aden-HoneyComb-Agents Public

    Mini AI agents for the Aden HoneyComb Game, organized as reusable, role-specific workflows with structured outputs and Hive packaging.

    Python

  2. Cricket-Player-Tracking-Projection Cricket-Player-Tracking-Projection Public

    Jupyter Notebook

  3. gemini-rag-chatbot gemini-rag-chatbot Public

    A multi-mode Streamlit chatbot using Google Gemini for both general conversation and RAG-based document Q&A.

    Python

  4. Heart_Disease_Prediction-MLOps Heart_Disease_Prediction-MLOps Public

    MLOPS OPPE 2 December 2025

    HTML

  5. Medical-Claims-Adjudication-Agent Medical-Claims-Adjudication-Agent Public

    An enterprise-grade AI agent for medical claims adjudication. Built with FastAPI, LangGraph, and Streamlit, this workflow utilizes native LLM tool-calling to evaluate policy coverage, flag provider…

    Python

  6. VisionAssist VisionAssist Public

    Forked from 22f2001061/Group-2-DS-and-AI-Lab-Project

    Navigation for the visually impaired

    Jupyter Notebook