Building data-driven solutions at the intersection of business strategy and engineering. Focused on ML pipelines, AI agents, and scalable data architectures.
View ProjectsRAG-powered AI agent that ingests SEC filings (Apple, NVIDIA, PepsiCo) and answers financial questions using retrieval-augmented generation with tool use.
End-to-end MLOps pipeline for Madrid house price prediction with MLflow tracking, FastAPI serving, Docker containerization, and CI/CD on Render.
Automated ETL process transforming 30 years of US retail data into a MySQL warehouse with trend analysis and visualization.
Multi-database replication pipeline with custom CDC pattern syncing MySQL to MongoDB via Docker-orchestrated containers.
Dockerized MongoDB deployment with Python automation scripts for full CRUD data lifecycle management.
Real-time MBTA transit data pipeline with live API ingestion, MySQL persistence, and Flask REST endpoint for downstream visualization.