Details

Kunumi — Tech Lead

Jan 2025 – Present · Remote

Leading a 5–10 person data science team building short-term delinquency prediction models at national scale, using Python, Spark, Databricks, and LightGBM.

Kunumi — Data Scientist

May 2024 – Dec 2025 · Remote

Built a national-scale income prediction model on bank transaction and salary data, engineering features and training models with Spark, Databricks, and LightGBM.

MPMG project @ DCC/UFMG — Software Engineer

Mar 2021 – Present · Belo Horizonte, Brazil

Built a governmental search engine over 1M+ documents using Transformers and Elasticsearch, now used daily by two teams of prosecutors.

MPMG project @ DCC/UFMG — Software Engineer Tech Lead

Mar 2021 – Aug 2023 · Belo Horizonte, Brazil

Led a ~10-person team building crawler configuration software supporting 5,000+ target websites.

IBGE project @ DCC/UFMG — Data Scientist

Oct 2020 – Mar 2021 · Belo Horizonte, Brazil

Built web scraping and price-retrieval pipelines covering 100+ shopping sites and 10,000+ products nationwide.

Studio Sol — Data Scientist

Jan 2021 – Mar 2021 · Belo Horizonte, Brazil

Maintained a music recommender system and analytics for 3M users; contributed to a Docker/Kubernetes microservice deployment.

Studio Sol — Data Scientist Intern

Aug 2019 – Jan 2021 · Belo Horizonte, Brazil

Implemented music recommender systems and data analysis over 1M+ songs and 100,000+ artists.

PhD Candidate in Computer Science — Natural Language Processing

Federal University of Minas Gerais (UFMG) · Mar 2026 – Present

M.Sc. in Computer Science — Information Retrieval

Federal University of Minas Gerais (UFMG) · Mar 2021 – Dec 2023 · Average grade 98/100

B.Sc. in Computer Science

Federal University of Minas Gerais (UFMG) · Mar 2016 – Mar 2021 · Honored as one of the best students