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Abdul De Barros

@abduldebarros

Senior Data Scientist at Azul Linhas Aéreas who put a Claude API fine-tuning pipeline into production, cutting a week of manual work to five minutes.

Brazil
Message

At Azul Linhas Aéreas, I identified a manual classification bottleneck and independently put a Claude API fine-tuning pipeline into production. It processes about 600 records a month and reduced work that took a week to five minutes.

At Nubank, I led the strategy for monitoring production ML models, covering data quality, latency, availability, and performance drift. I also built modular Python frameworks, mentored three analysts, and used dashboards to turn technical findings into clear business recommendations.

Experience

Work history, roles, and key accomplishments

AA
Current

Analista Sênior de Customer Insights

Azul Linhas Aéreas

May 2026 - Present (4 months)

Identified an operational bottleneck and led the construction of an LLM fine-tuning pipeline with the Claude API, reducing processing time from one week to five minutes. Structured data migration to Snowflake, reducing query time from 30 to 2 minutes.

Education

Degrees, certifications, and relevant coursework

PP

Pontifícia Universidade Católica de São Paulo

Bacharelado, Ciência de Dados e Inteligência Artificial

2021 - 2024

Bacharelado em Ciência de Dados e Inteligência Artificial, with a thesis on NLP using BERT achieving 89% accuracy.

ET

ETEC

Técnico, Informática

2017 - 2019

Técnico em Informática from ETEC, completed from 2017 to 2019.

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