Projects

Most relevant projects outside employment.

ML B3

May. 2022 - Present

Engineered prediction models targeting derivative trading in the Brazilian Stock Market using Keras, and Scikit‑Learn. Created a web app for easier monitoring and operation.

Technologies Used: Keras, Scikit-Learn, FastAPI, React, SQLAlchemy, PostgreSQL

WeatherLogger

Sep. 2022 - Dec. 2022

Architected a full-stack application for real-time weather monitoring with ESP8266-based weather stations, using MQTT and C programming.

Technologies Used: C, Arduino IDE, MQTT, FastAPI, React, PostgreSQL

Senior Thesis

Mar. 2022 - Dec. 2022

Conceptualized regression models predicting hourly solar irradiance based on weather forecasts using Machine Learning techniques.

Technologies Used: Keras, Scikit-Learn, Pandas, Numpy

Valuation BR

Mar. 2021 - Jun. 2021

Created a full‑stack application comparing different valuation methods for publicly listed companies in Brazil.

Technologies Used: Pandas, Web Scraping, Flask, Vue