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neerajreddi/README.md

Hi, I'm Neeraj Reddy πŸ‘‹

πŸŽ“ B.Tech Computer Science & Engineering @ Vellore Institute of Technology (VIT)

πŸ’Ό Machine Learning Intern @ Waterlabs.AI

πŸš€ Passionate about building AI-powered applications, intelligent software, and scalable full-stack solutions.


πŸ§‘β€πŸ’» About Me

  • πŸ€– Interested in Artificial Intelligence, Machine Learning, LLMs, and Agentic AI
  • πŸ—οΈ Building AI agents using LangGraph, RAG, Vector Databases, and modern LLM workflows
  • 🌐 Experienced in Full-Stack Development using React, Node.js, Express, and MongoDB
  • πŸ“Š Enjoy solving real-world problems with Machine Learning and Data Science
  • ☁️ AWS Cloud Practitioner Certified
  • πŸ“š Always learning and exploring emerging AI technologies

πŸš€ Featured Projects

🧠 Agentic Pharma Intelligence System

Built a multi-agent AI system using LangGraph that retrieves pharmaceutical intelligence from WHO/NLEM RAG databases, FDA APIs, PubMed APIs, and real-time web search to generate structured business reports.

Tech: Python β€’ LangGraph β€’ ChromaDB β€’ Streamlit β€’ Plotly β€’ Groq β€’ Tavily


πŸ₯ Semantic Clustering of Clinical Notes

Developed an NLP-based clustering pipeline during my internship at Waterlabs.AI using Sentence-BERT, UMAP, and KMeans to organize clinical notes into meaningful semantic groups.

Tech: Python β€’ Sentence-BERT β€’ UMAP β€’ KMeans β€’ Scikit-Learn


🎯 Machine Learning-Based Career Intelligence System

Built a career recommendation system using a custom dataset of 6.7K+ student responses. Trained multiple ML models and achieved 86% accuracy using a Stacking Ensemble.

Tech: Python β€’ Scikit-Learn β€’ XGBoost β€’ Pandas β€’ NumPy


🏠 Digital Hostel Management System

Developed a full-stack hostel management platform with secure authentication, role-based access, and an intuitive dashboard.

Tech: React β€’ Node.js β€’ Express.js β€’ MongoDB β€’ JWT


πŸ“ˆ Digital Burnout Detection

Developed a machine learning solution to identify digital burnout patterns from user session behavior using feature engineering and classification models.

Tech: Python β€’ XGBoost β€’ Scikit-Learn β€’ Pandas


πŸ’» Tech Stack

Languages

  • Python
  • C++
  • SQL
  • JavaScript

AI & Machine Learning

  • Scikit-Learn
  • Pandas
  • NumPy
  • Matplotlib
  • LangGraph
  • ChromaDB
  • RAG
  • LLM Applications

Full-Stack Development

  • React.js
  • Node.js
  • Express.js
  • MongoDB
  • MySQL

Cloud & Tools

  • AWS
  • Git
  • GitHub
  • Streamlit
  • Plotly

πŸ“œ Certifications

  • AWS Certified Cloud Practitioner
  • Machine Learning Specialization – Coursera
  • Artificial Intelligence Fundamentals – IBM SkillsBuild
  • C++ Development Workshop – IIT Madras (Shaastra)

πŸ“« Connect with Me

πŸ“§ Email: iamneerajreddi@gmail.com

πŸ’Ό LinkedIn: www.linkedin.com/in/neerajreddi

πŸ’» GitHub: github.com/neerajreddi


πŸ’‘ Interests

Artificial Intelligence β€’ Machine Learning β€’ LLMs β€’ Agentic AI β€’ Full-Stack Development β€’ Cloud Computing β€’ Software Engineering

Pinned Loading

  1. semantic-clustering-medical-notes semantic-clustering-medical-notes Public

    Semantic clustering of clinical notes using Sentence-BERT, UMAP, and KMeans for intelligent medical note organization.

    Jupyter Notebook 1

  2. career-intelligence-prediction career-intelligence-prediction Public

    Machine learning system that predicts suitable career domains using ensemble learning on a custom dataset of 6,700+ student responses.

    Jupyter Notebook 1

  3. boston-house-price boston-house-price Public

  4. hostel-management hostel-management Public

    Full-stack hostel management system with role-based authentication, student management, attendance tracking, and an intuitive admin dashboard built using the MERN stack.

    JavaScript

  5. pharma-intelligence-agent pharma-intelligence-agent Public

    AI-powered pharmaceutical intelligence system using LangGraph, RAG, FDA API, PubMed API, WHO/NLEM knowledge base, and Streamlit.

    Python