Freelancer profile translated to English.

Description

I design functional physical prototypes and embedded systems for concrete applications. My work combines embedded software, electronics, and mechanical integration to create reliable hardware systems. I assist startups, companies, and production teams in transforming concepts into operational prototypes. This includes system architecture, firmware development, hardware integration, testing, and documentation. Over 5 years of experience. Over 50 projects completed. From concept to functional prototype — designed to work.

Languages

French
Native or bilingual
English
Native or bilingual
Spanish
Fluent
Korean
Fluent

Workplace preferences

Remote only

Primarily works remotely

Stmicroelectronics
Electronic 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.
Electrical Design C++ Rapid Prototyping Real-Time Operating Systems (RTOS) C
KAUST, Saudi Arabia
Vision Model Optimization
TECH
April 2026 - July 2026 (3 months)
Saudi Arabia
I 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 opti
mize 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.