Leonardo Felizardo

Senior Data Scientist

São Paulo, Brazil
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Summary

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Senior
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Top School
Leonardo Felizardo is a Senior Data Scientist with eight years of cross-disciplinary experience bridging applied mathematics, quantitative finance, and operations research. He holds dual PhDs (USP and Politecnico di Torino), a Master's in Quantitative Finance from FGV, and is completing a postdoc in Operations Research at ITA, bringing rigorous theory to production ML. His work spans automated trading, portfolio optimization, option pricing, demand forecasting and lot-sizing, with hands-on deployment experience using AzureML, Databricks and LLMs. At startups and corporates he has moved from product management and systems migration at Itaú to founding-team ML engineering that delivered proprietary forecasting tech and autonomous agents for order optimization. He also teaches advanced ML and deep learning, translating cutting‑edge research (deep RL, dynamic programming, metaheuristics) into practical curricula and production solutions. Based in São Paulo, he uniquely blends financial domain expertise with operations optimization, often applying reinforcement learning research directly to real-world inventory and trading problems.
code8 years of coding experience
job8 years of employment as a software developer
bookPós-doutorado, Operations Research, Pós-doutorado, Operations Research at Instituto Tecnológico de Aeronáutica - ITA
bookDoctor of Science, Artificial Intelligence, A, Doctor of Science, Artificial Intelligence, A at Escola Politécnica da USP
bookDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at Politecnico di Torino
bookDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at Università degli Studi di Torino
bookMaster's degree, Quantitative Finance, 7.5/10, Master's degree, Quantitative Finance, 7.5/10 at Fundação Getulio Vargas
bookInstituto Federal de Educação, Ciência e Tecnologia de São Paulo
languagesEnglish, Portuguese, Italian
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Stackoverflow

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240reputation
14kreached
14answers
9questions
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Github Skills (16)

pytorch6
python-multiprocessing6
deepfake6
mlflow6
databricks6
azure6
gpu6
python6
datastore6
ubuntu6
masters5
sentiment5
deep-reinforcement-learning3
intelligent3
trading3

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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Using Resnet architecture in the contextual bandit framework for financial asset trading
Contributions:23 commits, 3 PRs, 22 pushes in 1 year 5 months
leokan92/anesthesia

Feb 2020 - Jun 2021

Contributions:9 pushes, 1 branch in 1 year 4 months
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Leonardo Felizardo - Senior Data Scientist