Daniel Montoya
AI Researcher at CEA-List
Medellín, Antioquia, France
Summary
👤
Senior🎓
Top SchoolDaniel Montoya is an AI research engineer with 9 years of multidisciplinary experience applying machine learning, statistics, and computer vision to safety-critical systems. Currently based in France and working on evidential deep learning for collaborative perception in autonomous driving, he has also led research on OOD and anomaly detection for classification, detection, and segmentation. Trained in physics and AI (Université Paris-Saclay), he pairs strong mathematical foundations with practical skills in Python, C/C++, R, and production-oriented research. His background spans drug-design graph neural networks, generative models with symmetry, and FPGA-accelerated neural inference—showing both theoretical depth and systems-level know-how. Daniel’s early work in psychometrics and applied statistics gives him a nuanced view of experimental design and evaluation that improves model validation in real-world deployments. He combines curiosity-driven research with hands-on engineering to push safer autonomy from lab prototypes toward robust field-ready systems.
9 years of coding experience
7 years of employment as a software developer
Diplomatura Prevención de Problemáticas Psicosociales en Ámbito Universitario, enfasis en adicciones, Diplomatura Prevención de Problemáticas Psicosociales en Ámbito Universitario, enfasis en adicciones at Universidad Luis AmigóPhysics, Exact sciences, Physics, Exact sciences at Universidad de AntioquíaMaster's degree, Artificial Intelligence, Master's degree, Artificial Intelligence at Université Paris-Saclay
English, French, German
Stackoverflow
76reputation
5kreached
1answer
0questions
Github Skills (11)
codex7
amazon-dynamodb6
nodejs6
database6
terraform6
react5
vue5
javascript4
pygame2
pymunk1
python1
Programming languages (10)
Github contributions (5)
cdanmontoya/hexagonal-backend-template-python
May 2024 - Sep 2024
A python basic template that encourages some good practices.
Contributions:3 reviews, 44 PRs, 75 pushes in 3 months
cdanmontoya/BasicExpressServer
Dec 2018 - Nov 2020
Basic express server setup
Contributions:11 commits, 6 PRs, 8 pushes in 1 year 10 months
nodejsexpressnodeexpress-server
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