Open to opportunities

Hussein Chalhoub

@husseinchalhoub

Message

I build AI, computer vision, and data products that turn complex datasets into actionable insights.

Lebanon

Message

What I'm looking for

I'm looking to build practical AI, computer vision, and data products, solve unclear technical problems independently, and grow across new technology stacks.

I'm building AI and data products, from reconstructing historical Lebanese cadastral maps to automating marketing analytics across multi-million-row datasets.

For my master's thesis at Saint Joseph University of Beirut, I engineered an automated PyTorch and OpenCV pipeline that reconstructs panoramas from 80+ historical cadastral map pairs using FFT phase correlation, Mask R-CNN, SIFT matching, and adjacency-graph construction.

I've also built a RAG-based Python teaching chatbot, AgriBot for crop diagnosis, and a scheduling application at IDS. I enjoy working independently through unclear requirements and explaining technical work in simple terms.

Experience

Work history, roles, and key accomplishments

Master's Thesis - AI-Based Reconstruction of Cadastral Maps

Saint Joseph University of Beirut

Jan 2026 - Jun 2026 (5 months)

Engineered a fully automated PyTorch/OpenCV pipeline for reconstructing panoramas from historical Lebanese cadastral scans across 80+ map pairs. Applied Mask R-CNN for parcel detection and SIFT matching for geometric alignment, assembling final panoramas via BFS spanning tree with seam blending.

PyTorch OpenCV FFT Phase Correlation 2D Normalized Cross Correlation Mask RCNNs SIFT Spanning Tree Seam Blending