Projects

A collection of my work exploring AI, machine learning, and computer vision. Each project represents hands-on learning, technical exploration, and practical problem-solving.

MiniGPT project thumbnail

MiniGPT

Featured

A fully custom GPT implementation from first principles — including tokenizer, Transformer, training, API, MLOps tracking, and an interactive web UI.

LLM NLP MLOps Transformer
RAG Hotel Recommender project thumbnail

RAG Hotel Recommender

Featured

A dual-module system combining fake review detection using BERT and personalized hotel recommendations via Retrieval-Augmented Generation (RAG) with Gemini.

AI NLP RAG BERT
Serendipity Engine project thumbnail

Serendipity Engine

Featured

An AI system that generates relevant yet surprising ideas by linking concepts across domains using LLM embeddings and semantic search.

LLM NLP Generative AI Semantic Search
PENELOPE project thumbnail

PENELOPE

Featured

A rule-based prompt sanitization engine designed to detect, neutralize, and rewrite unsafe or adversarial user inputs before reaching LLM backends.

AI Safety Prompt Security NLP LLM

Limited details (NDA)

TINA project thumbnail

TINA

Featured

A visual document classification system that identifies Energy Performance Certificates (EPCs) and their country of origin.

Computer Vision Document Classification EPC Python

Limited details (NDA)