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Harshit-it25/README.md

Hi, I'm Harshit Ranbhare πŸ‘‹

πŸ€– AI/ML Student | IT Systems & Intelligent Infrastructure

I build intelligent systems with a strong foundation in IT β€” focusing on scalable, reliable, and production-ready AI solutions.


🧠 About Me

I am an AI/ML student passionate about solving real-world problems using data, machine learning, and intelligent systems. I focus on building systems that go beyond models β€” integrating deployment, monitoring, and infrastructure.

  • πŸŽ“ B.Tech in Information Technology (2028 Expected)
  • βš™οΈ Background in Electronics & Embedded Systems
  • πŸ€– Focus: Machine Learning, Deep Learning, LLMs, RAG
  • πŸš€ Interest: AI systems, infrastructure, and real-world deployment

πŸš€ Featured Projects

πŸ”Ή Decision DNA β€” AI Governance & Monitoring System

  • Drift detection using PSI
  • SHAP-based explainability
  • Adversarial threat classification
  • Governance layer with audit trails

Stack: Python β€’ FastAPI β€’ React/TypeScript β€’ SHAP β€’ Scikit-learn β€’ Gemini API πŸ”— https://github.com/Harshit-it25/Decision-DNA


πŸ”Ή VitaAI β€” Multilingual Healthcare Chatbot

  • RAG-powered system with ~90% intent accuracy
  • Context-aware medical reasoning using LLMs

Stack: Python β€’ LLMs β€’ RAG β€’ NLP πŸ”— https://github.com/Harshit-it25/VitaAI


πŸ”Ή Civic AI β€” Complaint Intelligence System

  • Automated complaint classification
  • Geographic hotspot detection

Stack: Python β€’ NLP β€’ Machine Learning


πŸ”Ή Smart Farming System β€” IoT Irrigation Automation 🌱

  • Automated irrigation + remote monitoring
  • Published research: Modern Farming

Stack: Arduino β€’ ESP8266 β€’ Firebase β€’ IoT


πŸ”Ή Fractional SIR Model + LSTM

  • Computational epidemic modeling
  • AI-based prediction using LSTM

πŸ”Ή Research-AI Autonomous Agent

  • Experimental autonomous AI agent system
  • Self-directed task execution & adaptive reasoning
  • Combines LLMs with agent architectures

Stack: Python β€’ LLMs β€’ Autonomous Agents β€’ AI Systems πŸ”— https://github.com/Harshit-it25/Research-Ai-Autonomous-agent


## 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



πŸ“œ Publications

  • πŸ“„ Modern Farming β€” IoT-based smart irrigation system
  • πŸ“„ Decision DNA β€” AI Governance Framework (Under Review)
  • πŸ“„ Fractional-Order SIR Model using LSTM (Under Review)

πŸŽ“ Education

Qualification Institution Score Year
B.Tech (IT) MIT Vishwaprayag University Pursuing 2028
Diploma (ENTC) MSBTE 75% Completed
SSC Maharashtra State Board 77.40% 2022

πŸ“š Certifications

  • Data Analytics Essentials
  • Claude Code in Action (Anthropic)
  • Introduction to Data Science
  • IT Essentials
  • Machine Learning in Production
  • Apply AI: Analyze Customer Reviews
  • Introduction to Modern AI
  • IBM β€’ NVIDIA β€’ AWS β€’ DeepLearning.AI

🌐 Connect With Me


🎯 Future Goals

  • πŸ€– Build production-grade AI systems
  • βš™οΈ Work on scalable AI infrastructure & governance

πŸ’‘ Philosophy

β€œAI is not just about models β€” it’s about systems that work reliably in the real world.”


⭐ Always building. Always learning.

Popular repositories Loading

  1. Digital-portfolio Digital-portfolio Public

    HTML 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. 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

  4. VitaAi VitaAi Public

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

    TypeScript

  5. Harshit-it25 Harshit-it25 Public

  6. Research-Ai-Autonomous-agent Research-Ai-Autonomous-agent Public

    AI-powered autonomous research agent β€” generate comprehensive reports in seconds using Gemini 2.0 Flash

    TypeScript