Manuel Beltrán
Artificial Intelligence Manager at Bancolombia
Bogota, Colombia
Summary
👤
Senior🎓
Top SchoolManuel Beltrán is an Artificial Intelligence Manager with eight years of experience building production-grade ML systems and leading AI initiatives at Bancolombia. He combines an electronics engineering foundation with advanced expertise in machine learning, reinforcement learning, multi-agent systems, computer vision and NLP, backed by an M.Sc. with top grades and Google DeepMind–funded research. At Bancolombia he has designed large-scale recommender systems for over ten million customers and led development of an end-to-end chatbot platform, translating research into scalable products. His academic work includes multi-agent deep RL and biomedical image analysis as a Google DeepMind Scholar, bridging cutting-edge research and applied solutions. Based in Bogotá, he’s pursuing a PhD in Machine Learning at Universidad de Los Andes, signaling continued focus on rigorous research while managing enterprise AI. A practical systems thinker, he blends distributed-systems experience and mathematical modeling to deploy robust, data-driven solutions in production.
8 years of coding experience
7 years of employment as a software developer
B.E. in Electronic Engineering, 4.60/5.00, B.E. in Electronic Engineering, 4.60/5.00 at Universidad Santo TomásUniversidad de los Andes
English, Spanish
Github Skills (35)
implicit9
collaborative-filtering9
matrix-factorization9
jupyter-notebook8
recommender-system8
multi-agent8
amazon8
logistics8
agent-based-simulation8
machine-learning-models7
multi-agent-reinforcement-learning7
scenarios7
recommendation-system7
datasets7
machine-learning7
Programming languages (2)
Github contributions (5)
ManuelRios18/RNN-Attention
Jan 2019 - Sep 2024
Contributions:1 push, 1 branch in 5 years 8 months
ManuelRios18/Installation-Guides
Jan 2021 - Jun 2022
Contributions:5 commits, 4 pushes, 1 branch in 1 year 4 months
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