Ahmed magdy

Transcribed audio and implemented CoT-driven mental health analysis combining TF-IDF, GloVe and BERT to generate controlled responses for a therapeutic chatbot.

Generated 3D STL models and CAD layouts from 2D images, packing kitchen components and rendering layouts for visualization and space optimization.

Applied reinforcement learning techniques to enhance a network handover protocol's decision-making, improving adaptability and performance in handover scenarios.

Developed agentic search and re-ranking algorithms for semantic analysis of investors' proxy voting data and built semantic segmentation to infer company policy alignment with public communications.

Automated processing of 3D foot laser scans to repair meshes, detect metatarsal and heel landmarks, and generate prescription-compliant insoles.

Estimated 3D facial geometry from single monocular images using neural networks and matched faces across diverse skin and feature variations.

Solved an NP-hard route optimization problem to minimize costs and maximize profit while assigning users to constrained nodes and complying with Arbeitsagentur regulations.

Trained models to detect potholes, speedbumps and road defects and produced severity-colored overlays to support road quality assessment.

Developed string-matching pipelines to reconcile 1M+ records and automated scraping and indexing workflows to maintain a coherent product database.

Designed a per-user invisible video watermarking algorithm to detect unauthorized sharing and identify clients distributing content off-platform.

Implemented 2D–3D bin-packing algorithms to tightly pack shapes for CNC, 3D printing and marble cutting, reducing material use and processing time.

Completed a Bachelor’s degree in Mechatronics Engineering focusing on multidisciplinary engineering principles combining mechanical, electronics, and control systems.