Projects

PragBase is an embeddable widget that analyzes your knowledge base, and provides intelligent, structured answers. Built for businesses to create AI chatbots from their own knowledge bases.

An intelligent search engine that helps users find relevant information using natural language queries, making content easily discoverable.

Developed a sophisticated sequential fine-tuning pipeline to create a specialized medical AI model focused on dialysis care. This project demonstrates advanced machine learning techniques, domain adaptation, and responsible AI development practices using Google's Gemma 2B model.

Find, save, and organize recipes with Meal Craft. Get meal recommendations from tags and an AI-powered Chef Steve, plus manage your own recipe collections.

INFERNO is a real-time fire, smoke, and motion detection system designed for edge devices. Trained on 160,000 labeled images and optimized for Raspberry Pi, it offers robust performance and rapid alerts without the need for expensive hardware or cloud subscriptions.

End-to-end EEG data analysis pipeline: from preprocessing and statistical feature extraction to unsupervised clustering, metric-driven evaluation, and comprehensive visualization. Demonstrates robust data mining and ML engineering techniques using real neural signal datasets.

A comprehensive analysis of EEG classification using artificial neural networks compared to classical machine learning models, showcasing advanced model engineering, automated preprocessing, and robust evaluation pipelines.