Open to opportunities

Fhelippe Ribeiro Minucci

@fhelipperibeirominuc

Message

I build production data pipelines and ML systems for financial risk.

Brazil

Message

What I'm looking for

I'm looking for remote opportunities where I can build production data and ML systems, automate high-impact operational workflows, and solve complex problems across cloud platforms.

At Mercado Pago, I build financial-risk systems that turn fragmented data into reliable exposure visibility. I built a counterparty discovery pipeline processing millions of daily records and raised identified counterparty coverage above 99% using deterministic matching, embeddings, vector search, and enrichment.

I also built Saldo Hub for more than 30 Argentine investment funds, automating ingestion, pricing, reporting, and provenance tracking. My work has replaced manual treasury and regulatory-monitoring processes, including PIX reconciliation and securitized debt collection.

Previously, I migrated HSBC's daily-close ETL estate to Google Cloud after three vendors had left the program unfinished, and built predictive-maintenance models for Petrobras with ROC AUC from 0.89 to 0.94. I work primarily in Python across GCP and AWS, with hands-on experience in data engineering, infrastructure, and production ML.

Experience

Work history, roles, and key accomplishments

Current

Developer, Financial Risk (Mercado Pago)

Current

Mercado Livre

Jul 2025 - Present (1 year 1 month)

Built the counterparty discovery pipeline behind exposure calculations, resolving identity at scale from sparse, inconsistent source strings across millions of new records a day: deterministic matching first, then embeddings and vector search over ChromaDB, then a web search and enrichment path for the long tail, taking identified counterparty coverage above 99% at low inference cost. Automated in