Projects
A showcase of my engineering projects, demonstrating practical application of skills and innovative problem-solving.
GitHub Time Machine — AI-Powered Engineering Intelligence Platform
AI-powered engineering intelligence platform that reconstructs code history, explains architectural decisions, predicts risky changes, and visualizes software evolution. Analyzes GitHub repositories to provide deep insights into development patterns, code quality trends, and potential risk areas. Built with Python backend and modern web technologies for interactive visualization and real-time analysis.
FounderCheck — Enterprise-Grade AI-Powered Startup Validator
Comprehensive AI-powered startup validation platform for entrepreneurs across South Asia. Analyzes startup ideas across 15 complete business systems in 30-45 seconds with professional-grade intelligence. Features Market Demand Analysis, Business Model Canvas, Investor Questions, Competitive Analysis, PDF export engine, 3-year financial projections, and multi-language support (English, Bengali, Hindi). Built with React 18, FastAPI, OpenAI GPT-3.5-turbo parallel processing, and production-ready PostgreSQL backend.
NeuroMedi-AI
AI-powered medical assistant delivering intelligent, context-aware healthcare conversations. Built with RAG, LangChain, and GPT-4o-mini — ingests medical PDFs into Pinecone vector DB, maintains multi-turn conversation memory, and performs semantic search via HuggingFace embeddings. Deployed on AWS EC2 with Docker containerisation and an automated GitHub Actions CI/CD pipeline.
CodeGiri — Bangladeshi Coding Companion
Published VS Code Marketplace extension that turns coding mistakes into laughs. Reacts to errors, warnings, build failures, and merge conflicts with hilarious regional Bangla roasts (Dhaka, Mymensingh, Noakhali, Chottogram modes) and optional sound effects. Features an achievement system, Parent Mode (3 AM reminders), and fully customisable roast intensity — built and shipped as a real product used by developers.
Lifestyle Mart — AI eCommerce Platform
Full-stack Python eCommerce platform built with Flask featuring user authentication, role-based admin dashboard, dynamic product catalog, cart, wishlist, order tracking, and reviews. Highlights an AI Shopping Assistant with a smart RAG-based fallback system — uses live product data for context-aware responses and renders structured JSON replies as interactive product cards in chat.
Mother & Child Guide
AI-powered maternal companion supporting mothers through every stage — from pregnancy to early childhood. Offers a warm, calm AI assistant with instant answers on prenatal care, newborn guidance, and parenting. Features voice interaction for hands-free help and a clean, production-ready interface. Built with Lovable and N8N automation for real-time intelligent responses.
Student Management System with Agent AI
Full-stack student management platform with an embedded AI agent built on LangChain and OpenAI. Uses ChromaDB for semantic search, RAG for intelligent Q&A, and includes predictive analytics on student performance.
Resume Feedback Analyzer
AI-powered tool that evaluates resumes against job descriptions using LangChain, ChromaDB, and OpenAI. Provides structured, actionable feedback with SpaCy-based NLP analysis and an interactive Streamlit UI.
AI Translator using FastAPI
Production-ready multilingual translation API built with FastAPI. Integrates AI translation models with a clean REST interface, supports multiple language pairs, and is structured for easy deployment.
X-Analyzer Business Analysis ChatBot
AI-powered business analysis chatbot that interprets business data and answers strategic questions. Designed to assist analysts with insights through conversational AI, streamlining decision support workflows.
Kindle Review Sentiment Analysis
NLP project that performs sentiment analysis on Amazon Kindle product reviews using machine learning classifiers. Processes and visualises large-scale review data to classify customer sentiment across categories.
EDUApp — Interactive Learning Platform
Educational web app built with Streamlit, providing interactive learning tools and a clean, student-friendly interface. Focused on making study materials more accessible and engaging through dynamic UI components.
E-Commerce Website (Database Project)
Dynamic e-commerce website built with integrated payment systems and an interactive product interface. Demonstrates database design, CRUD operations, and frontend-backend integration in a real-world shopping scenario.