Gilberto Batres-estrada
Senior Data Scientist
Stockholm, Sweden
Summary
👤
Senior🎓
Top SchoolGilberto Batres-Estrada is a Senior Data Scientist in Stockholm with eight years of experience applying deep learning, machine learning and quantitative methods to finance, telecom, logistics and security sectors. Trained as a physicist and applied mathematician (MSc Stockholm University; MSc KTH), he combines theoretical rigor with practical engineering to deliver production-ready ML and generative AI solutions as a consultant. He has deep hands-on experience with time series, LSTM networks, recommender systems, gradient boosting and big data pipelines, and has translated that work into teaching roles and a coauthored book chapter on LSTMs for stock prediction. As a frequent instructor and conference speaker, he distills complex models into actionable code for industry practitioners, particularly in financial applications. Notably, he blends research-level grounding in theory with long experience implementing efficient algorithms across diverse production environments.
8 years of coding experience
13 years of employment as a software developer
Summer school of deep learning, Artificial Intelligence, Summer school of deep learning, Artificial Intelligence at University of DeustoMaster of Science (MSc), Engineering Physics: Applied Mathematics and Statistics, Master of Science (MSc), Engineering Physics: Applied Mathematics and Statistics at KTH Royal Institute of TechnologySummer school on Deep Learning, Deep Learning and Artificial Intelligence, Summer school on Deep Learning, Deep Learning and Artificial Intelligence at Università degli Studi di GenovaMaster of Science (MSc), Theoretical and Mathematical Physics, Master of Science (MSc), Theoretical and Mathematical Physics at Stockholm University
Spanish, Swedish, English, French
Github Skills (17)
python10
acceleration10
machine-learning10
numpy10
deep-learning10
tensorflow10
gpu10
autograd10
neural-network10
tensor10
gpu-acceleration10
code-generation6
programming-language4
triton4
windows4
Programming languages (2)
Github contributions (5)
gilberto-BE/aifi-bootcamp
Jan 2020 - Mar 2022
Contributions:84 commits, 93 pushes, 2 branches in 2 years 1 month
gilberto-BE/TokyoStockEx
Apr 2022 - Jun 2022
Contributions:66 pushes, 1 branch in 2 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.