Colin Decourt
Machine Learning R&D Engineer at Exotec
Toulouse, Occitania, France
Summary
👤
Senior🎓
Top SchoolColin Decourt is a Machine Learning R&D Engineer with eight years of experience bridging research and production in computer vision and radar-based perception. He earned a PhD in AI and built lightweight, memory-efficient neural architectures and self-supervised frameworks for radar object detection, publishing at IEEE venues while also teaching and supervising students. Now at Exotec he applies that research mindset to warehouse robotics, developing photorealistic synthetic data pipelines and end-to-end ML systems for automated picking. Comfortable across data collection, simulation, model design, and deployment, he combines academic rigor with hands-on engineering to deliver robust, real-world solutions. A detail that often goes unnoticed: he has repeatedly optimized models for extreme resource constraints, enabling high-performance inference on embedded and edge platforms.
8 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Artificial intelligence, Doctor of Philosophy - PhD, Artificial intelligence at Université Paul Sabatier Toulouse IIIEngineer's degree, Telecommunications engineering / Artificial intelligence, Engineer's degree, Telecommunications engineering / Artificial intelligence at ENSEIRB-MATMECA
English, German, French
Github Skills (31)
segmentation9
object-detection9
yolov58
image-segmentation8
coreml8
machine-learning8
semantic-segmentation8
onnx8
ios8
pytorch8
tflite8
imagenet8
image-processing8
azimuth7
deep-learning7
Programming languages (1)
Github contributions (5)
colindecourt/RE216
Sep 2018 - Oct 2020
Contributions:37 pushes, 1 branch in 2 years 1 month
colindecourt/darod
Mar 2023 - Jan 2024
Contributions:1 release, 3 pushes, 1 branch in 10 months
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