Manuel Catalá
Principal Data Scientist
Kongens Lyngby, Capital Region of Denmark
Summary
👤
Senior🎓
Top SchoolManuel Catalá is a Principal Data Scientist based in Kongens Lyngby with a decade of experience building and leading data science initiatives across consulting, industry and freelance engagements. Currently at Lundbeck and freelancing through Toptal, he combines deep learning, traditional ML and time-series expertise with cloud-native deployment (AWS/Azure), CI/CD and MLOps tooling to take models from research to production. He has led multi-disciplinary teams at DAMVAD Analytics and Danske Bank, pairing technical delivery with project management, recruitment and mentoring. Trained in telecommunications, machine learning and mathematics from Universidad de Alcalá, Universidad Carlos III and DTU, he brings both academic rigour and hands-on engineering. Notably, he blends research experience in boosting and deep learning with practical production skills like Docker, MLflow and serverless architectures, making him effective at solving complex, real-world analytics problems.
10 years of coding experience
3 years of employment as a software developer
Charles III University of Madrid (Universidad Carlos III de Madrid)Engineering Degree, Telecommunications specialized in IT, Engineering Degree, Telecommunications specialized in IT at Universidad de AlcaláMaster’s Degree, Mathematics and Computer Science, Master’s Degree, Mathematics and Computer Science at Danmarks Tekniske UniversitetHigh School, 9, High School, 9 at Wilson's Hospital School
English, Spanish, Catalan, Polish, Danish, French
Github Skills (15)
linear-models10
expectation-maximization10
kalman-filter10
trading9
gaussian-processes9
constrained-optimization9
event-driven9
backtesting8
highcharts7
tensorflow7
python7
js6
machine-learning6
charting5
javascript5
Programming languages (2)
Github contributions (5)
artuntun/ScientificComputingRepo
Mar 2017 - Nov 2022
Contributions:4 pushes in 5 years 9 months
manuwhs/obsidianizer
Nov 2020 - Feb 2022
Contributions:1 PR, 10 pushes, 3 branches in 1 year 2 months
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