Projects
Most relevant projects outside employment.
Researching advanced spatio‑temporal sequence modeling techniques for short‑term precipitation forecasting. Implementing state‑of‑the‑art architectures such as Space‑Time Transformers, Diffusion Models, and Flow Matching.
Technologies Used: PyTorch, Computer Vision, Transformers, Diffusion Models, Flow Matching
Developed a mobile‑ready, lightweight hand gesture recognition model based on MobileNetV3 for on‑device inference. Integrated the model into an Android application using React Native for real‑time gesture detection.
Technologies Used: PyTorch, Computer Vision, Image Segmentation, Expo, React Native
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
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