Projects.
Real problems. Thoughtful models. Impact beyond the notebook.
GenAI
Agentic AI recommendations
Implementing agentic AI to improve recommendation systems and personalization at Mercado Libre.
PythonLLMsGCP
Machine Learning
Real-time fraud detection
Finding the signal in transaction data. Machine learning pipelines that detect fraud and reduce false positives.
PySparkTensorFlowScikit-learn
Research
Decoding the stars
Estimating stellar parameters with ensemble learning across the J-PLUS and S-PLUS photometric surveys.
XGBoostRandom ForestAstronomy
Machine Learning
Multimodal ML pipeline
Bringing images and text together with pretrained embeddings and a production-ready inference service.
FastAPIDockerRedis