Summary
Antons Tocilins-ruberts is a data scientist with 9 years of experience and over 6 years focused on machine learning for fraud detection, AML, risk, and trust & safety, now contributing to intelligence and investigations at OpenAI. He has built practical ML tooling and workflows that shorten threat scoping from days to hours, enabled early detection of emerging content trends, and introduced adversarial testing frameworks for internal LLMs. His product-first approach spans anomaly detection, semi-supervised fraud models, NLP for transaction analysis, and time-series monitoring, consistently trading minimal complexity for rapid business value. Outside of work he mentors data science cohorts, performs extensive code reviews, and documents his learning in R and Python on Medium and GitHub, reflecting a commitment to teaching and reproducible workflows.
9 years of coding experience
7 years of employment as a software developer
Master of Science - MS Business Intelligence and Smart Services, Master of Science - MS Business Intelligence and Smart Services at Maastricht University
Bachelor’s Degree International Business Administration, Bachelor’s Degree International Business Administration at Rotterdam School of Management, Erasmus University
High School Mathematics HL Business and Management HL English B1 HL Russian SL Spansih SL Physics SL, High School Mathematics HL Business and Management HL English B1 HL Russian SL Spansih SL Physics SL at International Baccalaureate
English, Russian, Latvian, German