Freelancer profile translated to English.

Description

Embedded AI (Edge AI) Engineering Consultant specialized in Computer Vision with over 5 years of experience developing embedded and autonomous solutions in the industry.

🏆 MISSIONS & AREAS OF EXPERTISE:

✅ Development of Vision & AI Algorithms

→ Object detection and classification, multi-object tracking, image segmentation.

✅ AI Model Optimization & Deployment

→ Compression, quantization, acceleration (ONNX, TensorRT, OpenVINO, LiteRT, ExecuTorch).

✅ Multi-Sensor Fusion & Advanced Perception

→ Camera + LiDAR integration, trajectory estimation, localization & SLAM.

✅ Development of AI Systems on Edge Devices

→ NVIDIA Jetson, Qualcomm AI Stack, Raspberry Pi & Microcontrollers.

🎯 APPLICATION SECTORS:

🚗 Automotive & ADAS → Advanced Driver-Assistance Systems & Autonomous Vehicles.

🤖 Robotics & Smart Cities → Intelligent surveillance, autonomous navigation.

🏭 Industry 4.0 & Manufacturing → Anomaly detection, quality control.

🛰 Aerospace & Defense → Onboard perception for drones & autonomous vehicles.

🔗 Portfolio & Achievements → 📅 Book a free consultation (30 min) →

Industry field of expertise

Languages

French
Native or bilingual
Portuguese
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

Diesimo
Embedded AI Engineering Consultant
DIGITAL AND IT
January 2023 - Today (3 years and 5 months)
Paris, France
Missions :
Client (anonymous): Design and deployment of AI models on embedded systems (MCU, RPi, Jetson Nano) reducing latency and memory size by 4, with production of Cloud-Edge performance benchmarks.
Technologies: Python, C/C++, PyTorch, ONNX, LiteRT, quantization, acoustics, smart building.
Ongoing open-source project:
Creator of Diesimo-Lab: an open-source laboratory dedicated to frugal AI (datasets, models, and industrial benchmarks)
Edge-series: a multimodal suite of 100+ industrial use cases for Edge AI.
TinyQ: an open-source PyTorch quantization module that can compress models by up to 75%.
Python C++ Pytorch TensorFlow Embedded Systems
T&S Engineering
Embedded Software Engineering Consultant
September 2019 - November 2022 (3 years and 2 months)
Paris, France
Development of a posture detection system for a smart seat (Faurecia). Integration and deployment of Machine Learning models on Raspberry Pi with Onnxruntime. Project adopted by automotive manufacturers in Europe and Asia. Development on embedded microcontrollers for agricultural vehicles (AGCO).
Valeo
Software Engineer
September 2015 - September 2018 (3 years)
Cergy, France
Development of low-level software for electric and hybrid vehicles on Autosar architecture.