Cristian Camilo Chica Castano
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Medellín, Antioquia, Colombia
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Full-time jobs
Starting at
USD6k/month
Résumé
Jobs
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Senior Data ScientistDapperMar 2026 - Current (8 months)Lead Data Scientist managing all the AI pipelines in the Company.- Quantitative StrategistMorgan StanleyJun 2024 - Current (2 years 5 months)Lead large-scale data analysis and entity matching initiatives to drive Firm Strategy, resolving identity conflicts across massive datasets to improve client targeting.
Architected and deployed LLM-driven production tools using OpenAI API and LangChain, implementing custom API connections to automate high-latency manual workflows.
Mentored junior talent and interns, resulting in successful return offers and improved team delivery speed. - Research AssistantUniversity of MinnesotaSep 2021 - May 2025 (3 years 9 months)Developed and optimized Reinforcement Learning (Q-Learning) agents in Python, focusing on algorithmic convergence and stability in competitive multi-agent environments.
- Research AssistantHarvard Business SchoolSep 2018 - Aug 2021 (3 years)Formalized economic intuitions into mathematical models, utilizing numerical simulations to validate theoretical conclusions on firm behavior and market entry. Coauthored two academic papers.
Education
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- PhD in MathematicsUniversity of MinnesotaSep 2021 - May 2025 (3 years 9 months)Developed and optimized Reinforcement Learning (Q-Learning) agents in Python, focusing on algorithmic convergence and stability in competitive multi-agent environments.
Publications
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- Learning to Charge More: A Theoretical Study of Collusion by Q-Learning AgentsarXivJan 2026 - Current (10 months)
- JDynamic Competition for Customer MembershipsJournal of Economics & Management StrategyJan 2025