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Harshit-it25/README.md

Hi, I'm Harshit Ranbhare πŸ‘‹

I build AI systems that don't stop at the model.


🧠 About Me

  • πŸŽ“ Second-year B.Tech IT student at MIT Vishwaprayag University
  • πŸ”Œ Background in ENTC & Embedded Systems β€” I think about AI as infrastructure, not just models
  • πŸ“‘ Currently studying Computer Networks β€” understanding how intelligent systems communicate and scale
  • πŸ€– Self-teaching AI, LLMs, RAG, MLOps & ML β€” entirely outside my college curriculum, driven by deep interest
  • 🏭 Former Test Technician at Jabil β€” real hands-on hardware and electronics experience

πŸ› οΈ Tech Stack

AI & ML Python Scikit-learn Pandas NumPy

LLMs & RAG LLM RAG Gemini API

Backend & Deployment FastAPI Firebase

Hardware & IoT Arduino IoT


πŸš€ Featured Projects

🧬 Decision DNA

AI Monitoring & Explainability Dashboard for Credit Risk Models

  • πŸ“Š Trained on ~5,000 loan applicants β€” Random Forest: 94% | Logistic Regression: 92%
  • πŸ” Drift detection using Population Stability Index (PSI)
  • 🧠 Explainable AI using SHAP
  • πŸ›‘οΈ Adversarial threat classification β€” Low, Medium, High risk
  • βš™οΈ Stack: Python Β· FastAPI Β· React Β· TypeScript Β· Scikit-learn Β· Gemini API Β· PostgreSQL

πŸ’Š VitaAI

AI-Powered Multilingual Healthcare Chatbot

  • πŸ”— Built on RAG pipeline for contextual accuracy
  • 🌍 Multilingual support for diverse user groups
  • 🎯 ~90% accuracy in intent classification and contextual retrieval
  • βš™οΈ Stack: Python Β· LLM APIs Β· RAG Architecture Β· FastAPI Β· NLP Β· Scikit-learn

πŸ›οΈ Civic AI

AI & ML-Powered Civic Complaint Analysis and Management System

  • πŸ—‚οΈ NLP-based complaint classification pipeline
  • πŸ“ Hotspot and priority zone detection using unsupervised clustering
  • βš™οΈ Stack: Python Β· Scikit-learn Β· NLP Β· FastAPI Β· React Β· Pandas

🌾 Smart Farming System

IoT-Based Automated Irrigation & Remote Monitoring

  • πŸ’§ Automated irrigation based on real-time soil moisture thresholds
  • πŸ“‘ Remote monitoring via Firebase + Android App
  • βš™οΈ Stack: Arduino Uno Β· ESP8266 Β· DHT11 Β· Firebase Β· Android

πŸ“œ Certifications

  • πŸ… Generative AI and LLMs β€” IBM
  • πŸ… Claude Code in Action β€” Anthropic
  • πŸ… Machine Learning in Production β€” DeepLearning.AI
  • πŸ… AI Infrastructure & Operations Fundamentals β€” NVIDIA
  • πŸ… AWS Cloud Practitioner Essentials β€” Amazon AWS
  • πŸ… Machine Learning Using Python β€” Infosys Springboard
  • πŸ… Introduction to AI β€” Google

πŸ“¬ Connect With Me

LinkedIn Email


"Interest is what starts learning. Building is what proves it."

Popular repositories Loading

  1. Decision-DNA Decision-DNA Public

    Decision DNA is an AI governance and monitoring platform designed to supervise machine learning models used in credit risk decision systems. The system helps detect model drift, operational risks, …

    TypeScript 1

  2. Basic-Fruit-Classification-by-Logistic-Regression Basic-Fruit-Classification-by-Logistic-Regression Public

    Fruit classification using logistic regression and dataset

    Jupyter Notebook

  3. VitaAi VitaAi Public

    🩺 AI-powered health chatbot with symptom-based disease prediction, RAG pipeline, and intent classification using Google Gemini + LangChain.

    TypeScript

  4. Harshit-it25 Harshit-it25 Public