Resume
Welcome to my resume! The resume is available as .html and .pdf.
EDUCATION
Master of Science in Computer Science
- Universidade de São Paulo, Brazil
2023 - Expected 2024 Keywords: Machine Learning, Bioinformatics, Causal Inference, Generative Models
Bachelor of Electrical Engineering
- Unicamp, Brazil
2018 - 2022 GPA: 8.5/10 Relevant Postgraduate Coursework: Information Theory, Stochastic Processes, Bayesian Inference, Linear Programming, Machine Learning
PROFESSIONAL EXPERIENCE
Data Scientist
- CloudWalk Inc, São Paulo, Brazil September 2023 - Present
- Worked on the research and development front developing state-of-the-art models and feature analysis for possible improvements.
Strats Summer Internship
- Goldman Sachs, São Paulo, Brazil January 2023 - March 2023
- Worked with the inventory management team in Bangalore, India and New York, USA developing a collateral optimization software.
- Mainly developed reports and analysis regarding the output of the linear optimization software.
Quant Engineering Internship
- UHedge Trading Solutions, Campinas, Brazil October 2022 - November 2022
- Helped with mathematical analysis regarding the derivatives strategies.
RESEARCH EXPERIENCE
Undergraduate Research 2021-2022
- An Introduction to Codes, Lattices and Applications in Signal Transmission (Written in Portuguese). Research project in mathematics trying to understand optimal ways to use lattices for reliable and secure transmission of information.
Undergraduate Research 2022-2023
- An Introduction to Information Geometry and Applications (Written in Portuguese). Research project in mathematics trying to understand how to use differential geometry in the context of statistical manifolds on machine learning cost functions.
Skills
- Programming Languages: Python, Matlab, C, Java
- Tools: Shell Scripting, Git, Torch, Scikit-learn, TensorFlow, Linux
RELEVANT EXTRACURRICULAR COURSES
- Bahia Asset Management - Course in applied mathematical modeling for finance. Summer school at IMPA - Rio de Janeiro, Brazil during 2020. Courses: Mathematical Economics and Real Analysis.
- Summer school at IME-USP - São Paulo, Brazil during 2021-2022. Courses: Introduction to data science using jupyter notebook and introduction to machine learning.
AWARDS AND LANGUAGES
Languages: Portuguese (Native), English (Fluent C2), German (Basic A2), French (Basic A2). Awards: CNPQ Scholarship 2021-2022, CNPQ Scholarship 2022-2023.