MSc Student · AI & ML Researcher
Hint: if you're a developer, try navigating my site via CLI!
I'm a Master's student in Computer Science at Federal University of São Paulo (UNIFESP), São José dos Campos, researching Artificial Neural Networks, Machine Learning, and Agentic Systems. I also bring hands-on industry experience as an ML Developer in the aviation sector and as a full-stack engineer in startups.
When not coding, you'll likely find me behind a drum kit or playing guitar.
UNIFESP — Federal University of São Paulo
Research in Artificial Neural Networks, Machine Learning, and Agentic Systems.
UNIFESP — Federal University of São Paulo
Undergraduate degree with focus on Computer Science and Software Engineering.
UNIFESP — Federal University of São Paulo
Embraer
Failure prediction models for commercial aircraft (E2 jets) using Random Forest, KNN, XGBoost, PyTorch and TensorFlow. Led backend and infrastructure development for an aircraft data platform — database modeling, API design, and implementation.
TORQI S.A.
Full-stack development with focus on backend and system architecture. Contributed to business and architecture decision-making.
Buser
Built microservices, APIs, and full projects for the customer service platform. Focused on scalability and observability. Mentored interns and delivered internal tech talks.
Try it yourself:
ssh ssh.talesmiguel.dev