Conflict-Aware Graph RAG
Graph-based retrieval-augmented generation that turns text into knowledge triples with LLMs. An entropy-based conflict-detection module cuts hallucination on multi-hop question answering.
// All Works
All Projects
AI / ML
RajNLP-50K Corpus
India's first open Rajasthani-Hindi code-switched corpus of 50K sentences. Fine-tuned MuRIL beats GPT-4o on NER, sentiment, and toxicity detection.
Cardiac Edge AI
140x compressed deep-learning model for real-time 5-class arrhythmia detection on an Arduino Nano 33 BLE. Hits ~99% F1 in under 256KB using spectral knowledge distillation and ECG+PPG sensor fusion.
Image Caption Generator
A CNN encoder with an LSTM decoder that writes natural-language captions for images, trained on the Flickr8k dataset.
AI Dungeon Master — Harry Potter RPG
A fully AI-powered text + image RPG set in the Wizarding World. Combines an Ollama LLM narrator, NetworkX knowledge graph, emotion-driven storytelling, Q-learning enemy AI, and procedural scene rendering.
Data Science
IPL Auction Optimizer
Squad optimizer for IPL cricket auctions using XGBoost player valuation and Integer Linear Programming for budget-constrained team selection on Cricsheet ball-by-ball data.
Urban Heat Island — Ahmedabad
Satellite-based Urban Heat Island analysis of Ahmedabad (2013-2024) using Landsat 8, Sentinel-2, Google Earth Engine, and scikit-learn for LST mapping and hotspot prediction.
Smart Money Tracker
Mutual Fund Intelligence Dashboard for tracking fund manager holdings, portfolio overlap, style drift, SIP XIRR, and BHB performance attribution.
Research
Reversible Data Hiding: Paper Implementations
Reproductions of recent reversible-data-hiding papers (IEEE TMM, SPL, and TCE, 2024 to 2026): encryption, embedding, and extraction pipelines benchmarked for capacity and reconstruction fidelity.
Web / Full-Stack
ShopHub: MERN E-Commerce
Full e-commerce platform with a product catalog, shopping cart, checkout, user authentication, and order management.
E-Commerce: PHP + MongoDB
The same store rebuilt on a PHP backend with MongoDB, keeping a React-compatible frontend.
Distributed File Storage
A distributed file-storage system with node-based storage.
SERN Stack Web App
A full-stack web application built on the SERN stack.
Leclerc (CL16) Website Replica
A faithful replica of Charles Leclerc's website: a smooth-scroll, animation-driven experience.
Weather Dashboard
A clean weather app that pulls live forecasts from a public API, with city search and saved locations.
Library Management System
A CRUD system for managing books, members, and loans, with search, due-date tracking, and an admin dashboard.