Agentic Process Discovery
Reverse-engineers hidden administrative workflows from email and chat history using a two-stage local LLM pipeline with no data leaving the device.
Personal Projects
Gmail RAG Pipeline
Local semantic search over Gmail using BGE embeddings and ChromaDB, with no email content leaving the device. Foundation for the Agentic Process Discovery system.
AiXplore
Multi-agent MENA travel planning assistant built at a hackathon on the aiXplain platform. Five-agent pipeline: input parsing, restaurant search, attraction search, itinerary generation, and validation with Arabic output.
MS Lesion Evaluation Framework
Lesion-centric evaluation framework (MSEval) that exposes failure modes hidden by standard Dice metrics in MS lesion segmentation models. Published at IEEE IJCNN @ WCCI 2026.
P2P File Sharing
A Peer-to-Peer File Transfer App
Beads 12
A Digital Board Game with an AI opponent
Flashcard Generator
Flashcard App to Help Students Study for the SAT
Python Generated Animation
Automatically and Efficiently Generating Animations to Aid Teaching
Mixed-Precision Quantization
Mixed-precision quantization framework for DNNs and LLMs using RL-based per-layer bit-width search, extending ANT and OliVe. Research work at eBrain Lab, NYU Abu Dhabi.
Faster RAG
Making RAG Faster Using Information Extraction
Effective Dataset Inference
Exploring how effective current dataset inference methods truly are.