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virajpatil23/README.md

Hi 👋, I'm Viraj Patil

AI Engineer · LLM Systems · RAG Pipelines · Clinical NLP · Agentic AI

Passionate about building production-grade intelligent systems — from RAG-powered document chat to clinical NLP pipelines that actually ship.

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👨‍💻 About Me

🎓 B.Tech Computer Science (AI) — Nutan College of Engineering & Research, Pune (2022–2026)

🧠 Specialising in LLM-enabled systems: RAG pipelines, clinical NLP, and agentic workflows

🚀 Building production AI projects — DocTalk, SmartAgriAI, NavigateU, Explainable ICD-10 Mapping

🏆 Selected at Smart India Hackathon 2025 (ISRO) · Runner-Up at NCER Ideathon 2025

📊 Open to AI/ML Engineer, Data Analyst, Business Analyst, and Data Science roles

📍 Pune, Maharashtra, India


🛠 Tech Stack

🧠 AI / ML

  • LangChain · FAISS · OpenAI API · HuggingFace · Groq
  • PyTorch · TensorFlow · Keras · Scikit-learn
  • spaCy · BioBERT · BERT · RNNs · Transformers

🚀 Backend & APIs

  • FastAPI · Python · Flask · REST APIs
  • Firebase · Firestore · GitHub Actions CI/CD

🌐 Frontend

  • React.js · Leaflet.js · HTML · CSS

🗄️ Data & Databases

  • SQL · Pandas · NumPy · Power BI

📖 Currently Building

  • 🔨 DocTalk — RAG-powered PDF Q&A app (LangChain · FAISS · FastAPI · React)
  • 📚 Learning agentic AI workflows with tool calling
  • ☁️ Exploring cloud deployment for ML models

🚀 Featured Projects

🔹 DocTalk — RAG-Powered PDF Chat (Ongoing)

Retrieval-augmented Q&A for 100+ page documents. FAISS vector search with multi-turn conversations and source-cited answers.

LangChain FAISS FastAPI React.js Groq sentence-transformers


🔹 SmartAgriAI — Soil & Crop Engine (Shipped · May 2025)

Multi-task DNN on 5,000+ soil samples — 99.39% accuracy, outperforming SVM (94.2%) and Random Forest (96.8%).

TensorFlow Keras Scikit-learn Flask


🔹 NavigateU — Accessible Navigation (Shipped · Sep 2025)

Voice-enabled urban navigation with real-time discovery of 50+ wheelchair-accessible facilities.

React.js Firebase Leaflet.js Firestore


🔹 Explainable AI for ICD-10 Mapping (Shipped · 2026)

BioBERT + RNN pipeline for automated medical code prediction from clinical notes with attention visualisation.

BioBERT spaCy TensorFlow Scikit-learn


📜 Certifications

✔ Data Analytics Job Simulation — Deloitte Australia · Forage

✔ SQL Intermediate — HackerRank

✔ GitHub Actions CI/CD Fundamentals — Microsoft Learn

✔ Generative AI Certification


🏆 Achievements

  • 🚀 Selected — Smart India Hackathon 2025 (ISRO) · Lunabot — Autonomous Lunar Rover (Problem ID: 25169)
  • 🥈 Runner-Up — NCER Incubation Centre Ideathon 2025 · NavigateU — AI Accessibility Navigation

🎯 2026 Goals

  • ✅ Ship DocTalk as a full-stack RAG app
  • 🔨 Build LLM from scratch (educational deep-dive)
  • ☁️ Deploy ML models on cloud (AWS/GCP)
  • 🤝 Land a full-time AI/ML or Data role
  • 📖 Contribute to open source AI projects

📫 Connect With Me

📧 Emailvirajp4821@gmail.com

💼 LinkedInlinkedin.com/in/virajpatil

🌐 Portfoliovirajpatil23.github.io

🐙 GitHubgithub.com/virajpatil23


"Building AI systems that hold up under real-world pressure."

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