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General Information

Full Name Pedro Rodrigues Castilho Dall'Antonia
Email pepedall1997 [at] gmail [dot] com
Languages Portuguese (Native), English (Fluent)

Education

  • 2025 -- 2026
    M.Sc. in Applied Mathematics
    FGV EMAp - School of Applied Mathematics
    • Grade A
    • Relevant courses: Machine Learning 1 & 2, Metric Spaces, Mathematical Statistics, Stochastic Calculus, Probability and Measure, Stochastic Numerical Analysis, Real Analysis, Linear Algebra, Information Retrieval Systems.
  • 2019 -- 2022
    B.Sc. in Applied Mathematics
    FGV EMAp - School of Applied Mathematics
    • GPA 8.9/10
    • Relevant courses: Linear Algebra, Analysis on the Real Line, Probability, Statistics, Numerical Linear Algebra, Ordinary Differential Equations, Discrete Mathematics, Mathematical Modeling, Data Structures and Algorithms.

Experience

  • May 2024 -- Present
    Machine Learning Researcher
    FGV Green Lab
    • Conducting research on GFlowNets, focusing on preventing mode collapse in sparse reward environments.
    • Conducting research on Prediction-Powered Inference (PPI) and Conformal Prediction (CP).
    • Collaborating with researchers from IMPA/Visgraf Lab on Computer Vision projects.
    • T.A. for the undergraduate Machine Learning course @ FGV EMAp.
  • May 2023 -- Apr 2024
    Partner
    Kadima Asset Management
    • Spearheaded the research and development of machine learning models for systematic trading.
  • Dec 2022 -- May 2023
    Associate Quantitative Researcher
    Kadima Asset Management
    • Developed and backtested systematic trading strategies.
    • Maintained production code for trading execution.
  • Jun 2021 -- Dec 2022
    Quantitative Research Intern
    Kadima Asset Management
    • Assisted in data cleaning and signal generation for equity markets.
  • Jan 2016 -- Dec 2018
    Midshipman
    Brazilian Navy
    • Military training focused on leadership, discipline, and engineering basics.

Skills

  • Programming
    • Python [JAX, Flax, PyTorch, GPyTorch, XGBoost, Ray, Dask], Julia, C++, Git.

Honors and Awards

  • 2021
    • Advanced Achievement IBM Quantum Challenge
  • 2014
    • Bronze Medal at the Brazilian National Physics Olympiad
    • Silver Medal at the Brazilian National Astronomy Olympiad
    • Gold Medal at the Brazilian Regional Physics Olympiad