Colin Decourt
Data Scientist
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
2 years 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 - Bordeaux INP
English, German, French
Github Skills (29)
computer-vision8
yolov58
object-detection8
classification8
adversarial-learning8
segmentation8
tensorrt8
semi-supervised-learning8
onnx8
pytorch8
image-processing7
image-classification7
keras-tensorflow7
tflite7
inference7
Programming languages (2)
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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