Bianka Passos
AI ML Software Engineer at Distrito
Santa Catarina, Brazil
Summary
👤
Senior🎓
Top SchoolBianka Passos is an AI/ML software engineer with nine years of experience and a strong focus on building production-ready AI systems, currently designing intelligent agents and RAG solutions at Distrito. She combines deep-learning computer vision expertise from academic and industrial projects with backend and cloud-native engineering skills—Python, LangChain, AWS, Docker and vector DBs—to deliver end-to-end ML products. At ateliware she led RAG evaluation frameworks and CV proof‑of‑concepts that cut document search time and shipped object-detection pipelines; earlier work automated industrial inspection and multispectral satellite analysis. Her background in statistics and a Master’s in Applied Computing underpin a data-driven approach to model selection, evaluation and deployment. Comfortable working across distributed teams and international clients, she also leverages low-code automation to speed business processes. Colleagues know her for turning stalled research prototypes into deployed solutions and for systematically benchmarking models and retrieval strategies to maximize real-world utility.
9 years of coding experience
8 years of employment as a software developer
Fédération Internationale de l'Art PhotographiqueMaster of Science - MS, Applied Computing, Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning, Master of Science - MS, Applied Computing, Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning at Universidade do Vale do Itajaí | UnivaliBachelor of Science - BS, Statistics, Bachelor of Science - BS, Statistics at Universidade do Sul de Santa CatarinaTechnician, Computer Programming, Technician, Computer Programming at SENAI/SC - Serviço Nacional de Aprendizagem Industrial
Portuguese, English
Github Skills (6)
bluetooth-keyboard5
typescript3
ime2
bluetooth2
keyboard2
logitech2
Programming languages (5)
Github contributions (5)
biankatpas/Libras
Sep 2017 - Nov 2021
Programa de reconhecimento de alguns gestos da LIBRAS
Contributions:12 commits, 2 PRs, 10 pushes in 4 years 3 months
gestosprogramalibras
biankatpas/MaskRCNN-UsageExample
Aug 2019 - Mar 2025
Contributions:2 pushes, 1 branch in 5 years 7 months
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