About Marc
French
Native or bilingual
English
Native or bilingual
Spanish
Fluent
Korean
Fluent
Experience
- StmicroelectronicsElectronic systems prototyping (Freelance)INTERNET OF THINGS (IOT)November 2025 - January 2026 (2 months)I designed demonstration circuit prototypes using STM32 boards to showcase their capabilities and various use cases to the public.
- KAUST, Saudi ArabiaVision Model OptimizationTECHAugust 2025 - March 2026 (7 months)Saudi ArabiaI am working to deploy a fleet of drones to restore the network throughout Saudi Arabia whenever malfunctions occur due to bad weather, sandstorms, or natural disasters.Investigating model compression (Pruning, Quantization) for ViT and CNNs, analyzing attention map redundancy to optimize inference graphs on edge devices.Implemented Post-Training Quantization (INT8), achieving 40% latency reduction with negligible accuracy loss (<1%) on Jetson Orin Nano.Optimized the pipeline for real-time perception (30+ FPS), bal ancing memory-compute trade-offs for high-res tasks.
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Education
- M.Sc. in EngineeringIMT Atlantique2027M.Sc. in Engineering