Hobbies & Projects

Le Festin

A beautiful, evocative piece that transports listeners straight to the heart of Paris. Capturing the delicate waltz-like rhythm and the emotional depth of the melody on the piano is a uniquely rewarding challenge.

Les Champs-Élysées

An upbeat and undeniably joyful classic. Playing this on the piano requires a lively tempo and a bouncy left hand, perfectly reflecting the carefree spirit of a stroll down the famous Parisian avenue.

Hooked on a Feeling

A bold, energetic adaptation of Blue Swede's iconic track. Translating the driving rhythm, the memorable vocal hooks, and the overall grandness of the song into a solo piano arrangement makes for an incredibly fun performance.

3D Prints Pitch

Mido Pitch Presentation

WellFed Pitch Presentation

Autonomous Lane Detection Core

Engineered a highly accurate deep-learning pipeline for real-time semantic lane segmentation. Leveraging a sophisticated Encoder-Decoder CNN architecture (SegNet), this solution lays the groundwork for next-generation autonomous driving systems.

Key Contributions: Architected critical performance analysis scripts to rigorously evaluate model accuracy under edge cases, and expanded global accessibility by integrating full French localization for international engineering teams.

YOLOv8 Cut-In Detection System

Developed a cutting-edge collision avoidance framework utilizing state-of-the-art YOLOv8 object detection. The system dynamically computes Time to Collision (TTC) and adapts to unstructured, unmarked roadways to instantly predict dangerous vehicle cut-ins.

Key Contributions: Authored essential deployment profiling scripts to aggressively optimize inference speeds for edge devices, alongside spearheading French localization to broaden the tool's impact across global markets.