Mateus Hiro Nagata
M.Res. in Economics and Decision Sciences - HEC Paris
M.A. in Economic Theory - ITAM
B.A. in Economic Sciences - University of Brasilia
View My LinkedIn Profile
View my Google Scholar
Description
Hi! My name is Mateus Hiro Nagata. A first-principles thinker Data Scientist/Economist. My interests revolve around transforming ML and data science analysis into actions using solid economic theory. Specifically, I can translate data-driven analysis into human-interpretable insights.
Currently, I devised new Machine Learning and Reinforcement Learning algorithms and applied them to Game Theory (the analysis of strategic interaction between agents) and Decision Theory (the analysis of individual decision). Those new algorithms were used to create papers that were accepted at JECCO 2025 and Science of Decision Making Conference and can be found in my Documents section.
My experiences include 4 papers published into top journals using Time-Series Analysis in Finance (and Extreme-Value Theory) and Machine Learning analysis and Predictions.
Research Projects
Algorithmic Game Theory x Reinforcement Learning
Decision Theory x Statistical Learning
Guides
Academic
Useful links!
- Prorum A forum that has questions in numerous topics related to academia, organized by professor Cajueiro.
- Matheus Facure A website dedicated to causal relations, econometrics and machine learning in an unique way. Matheus Facure is an extremely talented guy working in Nubank.
- Tips4Economists A thread of useful links for econ students aiming to be a good grad researcher, by professor Masayuki Kudamatsu.
- How to Become a Pure Mathematician (or Statistician) For those who have an (unhealthy) deal of interest in mathematics (such as myself).
- quantecon If you believe that Python, Julia and Economics can change the world, this is how.
- https://aplicardesdemexico.github.io If tortillas are your main food source and you dream of doing a Ph.D. in Econ, this will help.
Page template forked from evanca