Thiago Bueno
Senior Software Development Engineer at Amazon
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolThiago Bueno is a Senior Software Development Engineer with 12 years of experience building backend systems, web APIs and real-time recommender platforms that integrate machine learning and large-scale data pipelines. He holds a PhD in Computer Science from the University of São Paulo, was a visiting researcher in deep reinforcement learning at the University of Toronto, and earned a double engineering degree from USP and Ecole Centrale Nantes. Thiago has shipped production ML solutions at e-commerce and logistics companies—working with Django, FastAPI, TensorFlow/JAX, MLFlow, gRPC and Kubernetes—and now contributes that expertise at Amazon. He combines research-grade expertise in deep RL, probabilistic models and automated planning with hands-on skills in GPU computing, distributed systems and signal processing. Notably, his career bridges rigorous academic research and practical product delivery, from vehicle routing optimizations to real-time personalization engines. Based in São Paulo, he focuses on leveraging state-of-the-art technology to solve complex business problems in collaborative, agile teams.
12 years of coding experience
4 years of employment as a software developer
International Visiting Graduate Student (IVGS), Deep Reinforcement Learning, International Visiting Graduate Student (IVGS), Deep Reinforcement Learning at University of TorontoUniversity of São PauloDouble Degree, Engineering, Double Degree, Engineering at Ecole Centrale Nantes
Portuguese, English, French
Stackoverflow
121reputation
33kreached
6answers
14questions
Github Skills (56)
simulator10
mdp10
backpropagation10
pddl9
logic-programming9
ats9
solve9
lgbt9
probabilistic9
problog9
whois9
predictive9
tld9
markov-decision-processes9
planning9
Programming languages (4)
Github contributions (5)
thiagopbueno/tf-plan
Aug 2018 - Oct 2020
Planning through backpropagation using TensorFlow.
Contributions:207 commits, 5 PRs, 134 pushes in 2 years 3 months
pythonbackpropagationdeep-learningtensorflowtensorflow2
thiagopbueno/mdps-in-tensorflow
Sep 2017 - Aug 2018
Representation and solution of continuous state-action MDPs in TensorFlow.
Contributions:80 commits, 3 PRs, 43 pushes in 11 months
representationautoencodermdpscontinuoustensorflow
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