Projects

An AI platform that turns text design briefs into 3D renders, panoramic views, and itemised cost estimates through a 4-stage Google Gemini prompt-chaining pipeline. Combines two AI models — Gemini for design reasoning and Hugging Face FLUX for image generation — with an interactive Three.js 3D viewer, plus Supabase login and project storage. Fixed inaccurate cost estimates (LLM hallucinations) using few-shot prompting with real INR price examples, and added 1-click PDF report export with jsPDF.

A full-stack AI bug-triage ecosystem that bridges QA and engineering. A Manifest V3 Chrome extension intercepts runtime errors, console exceptions and network failures from the browser and streams them to a FastAPI gateway, which uses Anthropic Claude's Tool-Use (with Pydantic schemas) to deterministically classify each bug into 6 categories, assign a P0–P3 severity, identify the root cause, and write a verified code patch. Results render live in a dark-mode Streamlit dashboard with interactive Plotly telemetry, multi-format log ingestion (.csv/.json/.log/.txt), and 1-click PDF reports (fpdf2) — all containerized with Docker Compose.

A full-stack travel agent that generates personalized, day-by-day itineraries with Google Gemini. Smart destination autocomplete via the Places API, live interactive Leaflet maps with routed paths, Google OAuth login, and trips persisted to a personal dashboard on Firebase Firestore.

An end-to-end MLOps pipeline that fully automates training, evaluation, and production deployment of health-risk prediction models. Integrated MLflow for strict model versioning and continuous performance monitoring, and designed 4 reproducible, modular pipeline stages for seamless preprocessing, feature tracking, and standardised evaluation.

A churn-prediction system reaching 85%+ classification accuracy on structured banking datasets using Random Forest. Executed advanced data preprocessing and automated feature engineering to optimise metrics and resolve class imbalance, with an interactive low-latency Streamlit frontend delivering real-time churn probability scores to end-users.

A full-stack toll management platform with authenticated user and admin flows, live vehicle-class fare calculation, MongoDB-backed transaction history, real-time fleet analytics, and 7-day PDF audit report exports.

An NLP web-application pipeline built with Scikit-learn to classify and process multilingual text. Developed efficient text preprocessing and translation workflows that extract key semantic features across multiple target languages, with tokenisation routines optimised for low-latency real-time inference.

A lightweight, high-performance web translator with instant translation across multiple languages, automatic source-language detection, and one-click clipboard integration in a minimalist responsive UI.

An NLP/ML project that models advertising-channel performance: dataset generation, model training, and a prediction app for choosing the best-performing ad channel from campaign data.

A personal-finance assistant built on Next.js with 3 modules — dashboard, portfolio, and transactions — that answers finance questions using prompt-engineered LLM responses. Backed by a relational Prisma database with 5+ models (accounts, transactions, stocks, portfolios) served through dedicated REST API endpoints, with Inngest serverless functions running background jobs so the dashboard stays responsive under load.

A production-grade 2D game engine with an autonomous PID-controlled AI autopilot, 7 characters with unique physics profiles, procedural weather and dynamic biomes, and oscillating obstacles across 5 difficulty phases — zero external dependencies, pure ES6.

A console-based billing application built on core Java and OOP principles: item entry with price and quantity, automatic total calculation, and structured bill generation.

A collaborative notes platform built on Next.js 14's App Router. Users create, edit, and share notes with real-time collaboration and per-note permission management, secured with OTP authentication. Zustand drives global state and the responsive UI is composed from a modular component and hooks architecture.