José Caloca
Senior Data Scientist
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolJosé Caloca is a Senior Data Scientist with five years’ experience building and deploying ML systems for financial crime prevention and credit risk across multinational banks. He combines hands-on engineering—ETL, feature stores, MLOps, CI/CD and cloud migrations on GCP/AWS—with domain expertise in AML, A-IRB and IFRS9 model validation. A published speaker on algorithmic fairness and an invited lecturer at SGH Warsaw School of Economics, he bridges research and practice by teaching data mining and embedding fairness into model validation. Multilingual and internationally experienced (Spain, UK, Sweden, Poland), he also leads cross-functional SPOC activities that translate regulatory and stakeholder needs into production-ready solutions. Unusually for a practitioner, he pairs economics training with deep technical certifications, enabling him to prototype innovative AI solutions while keeping models auditable and compliant.
5 years of coding experience
2 years of employment as a software developer
Bachelor's degree, Economics, Bachelor's degree, Economics at Wroclaw University of Economics and BusinessBachelor's degree, Economics, Bachelor's degree, Economics at Universidade da CoruñaMaster's degree, Advanced Analytics - Big Data, Master's degree, Advanced Analytics - Big Data at SGH Warsaw School of Economics
Spanish, English, Portuguese, Polish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (45)
python9
nlp9
speech-recognition8
deep-learning8
natural-language-processing8
machine-learning8
pytorch8
silent7
tensorflow7
bert7
alerts7
transformer7
logistic-regression7
jupyter-notebook6
data-visualization6
Programming languages (2)
Github contributions (5)
josecaloca/crypto_portfolio_manager
Apr 2022 - Dec 2023
Contributions:8 PRs, 49 pushes, 3 branches in 1 year 8 months
josecaloca/Credit-Card-Customer-Churn
Mar 2021 - Jul 2021
Contributions:11 commits, 10 pushes, 1 branch in 3 months
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