Amit Ingale AI AmitIngAI

Let's Connect & Build Something Amazing! 🤝

🚀 About Me

👨‍💻 Who am I?

🎓 MCA Graduate with 2+ years of Full Stack experience
🤖 Built AI Portals with 99.8% ML accuracy (Bhoomi Seva)
💻 Skilled in React, Spring Boot, Python, MySQL, Flask
🌱 Currently exploring AI Agents, LLM Engineering, AWS, Kubernetes
💬 Ask me about AI/ML, Backend Systems, System Design
⚡ Fun fact: I run on Chai ☕ + Code 💻 + Curiosity 🔍

"I don't just write code. I build scalable AI-powered solutions that solve real-world problems."

🏅 Achievements & Highlights

🤖 AI System Architect — Built XGBoost ML Model with 99.8% accuracy (Bhoomi Seva)
🎯 AI Recommendation Engine — Developed Cosine Similarity based scheme recommender (MahaBenefit-AI)
🏆 MCA Graduate — Software Engineering & AI Web Architecture
💻 2+ Years Experience — Production-Grade Full Stack + ML Applications
👨‍💼 Lead Developer — Government-grade AI Portals (Land Records + Scheme Recommender)
💳 Architect — Bankify Digital Banking System

⚡ Tech Stack & Engineering Arsenal

💻 Languages

🎨 Frontend

⚙️ Backend

🗄️ Databases

☁️ Cloud & DevOps

🤖 Artificial Intelligence & ML

XGBoost • Cosine Similarity • Rule-Based Engines • Ollama • Llama 3.2 • Prompt Engineering • NLP • Feature Engineering • Flask API • AI Chatbots • Fine-Tuning

🔐 Security & Access Control

JWT • BCrypt Hashing • RBAC • OAuth • Spring Security 6

🌐 Architecture

REST APIs • Microservices • System Design • JPA/Hibernate • ML API Integration • i18n

💼 Featured Projects

🌾 Bhoomi Seva - AI Land Records

AI-powered Land Records Management System for Government of Maharashtra with ML-based valuation (99.8% accuracy).

ReactSpring BootMySQLXGBoostFlask

✔ XGBoost Model — 99.8% accuracy, 1.46% MAPE
✔ 1000+ Digitized Land Records + Satellite Maps
✔ Multi-language (EN/HI/MR), PDF Export, JWT Auth

🏛️ MahaBenefit-AI (माझी योजना.AI)

AI-powered Government Scheme Recommender for Maharashtra citizens using Rule Engine + Cosine Similarity.

ReactSpring BootPythonScikit-learnFlask

✔ Personalized Match Scores (75-98%)
✔ 30+ Schemes, 7 Categories, Real-time Notifications
✔ Life-Event Detection, Family Dashboard

🏥 MediBook-Pro Healthcare

Comprehensive healthcare management system for patient records, appointments, and clinical workflows.

ReactNode.jsMongoDB

✔ Dynamic Appointment Scheduling
✔ Patient History Management & RBAC

💳 Bankify - Digital Banking

Full-stack secure digital banking system with accounts, transactions, loans, and investments.

ReactNode.jsMongoDB AtlasJWT

✔ Secure Fund Transfers & Multi-Account Management
✔ Enterprise JWT Auth & Financial Dashboard

🚀 Engineering Experience

🌐 Backend Systems

REST APIs (40+ endpoints)
Spring Boot Microservices
JWT Authentication & RBAC
Multi-Layered Architecture
MySQL & MongoDB
JPA / Hibernate

🤖 AI / Machine Learning

XGBoost (99.8% Accuracy)
Cosine Similarity Ranking
Rule-Based Recommendation
Feature Engineering
Flask ML API Deployment
OpenAI, Gemini, Ollama, Llama 3.2
Prompt Engineering & AI Chatbots
NLP & Intent Classification

🛠️ DevOps & Infrastructure

Docker Containerization
Kubernetes Basics
Git & GitHub Actions
Linux & Shell Scripting
CI/CD Pipelines
Maven Build Tools

🐍 My GitHub Contribution Snake

📈 GitHub Analytics & Activity

💡 Random Developer Quote

_{⭐ From Amit Kumar — Building the future, one commit at a time!}

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