Felipe Da Silva Pereira
Quantitative Researcher Software Developer
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolFelipe Da Silva Pereira is a senior software engineer, quantitative researcher and tech lead with nine years of experience delivering end-to-end backend and ML projects across fintech, data platforms and conversational AI. He specializes in shipping metric-driven experiments and production-grade MLOps—everything from propensity and recommendation models to RAG-powered LLM systems and efficient GPU serving—while also owning product responsibilities as PO/PM in large banks and consultancies. Felipe designs event-driven, resilient architectures and implements them with trunk-based development, feature flags, canary releases and observability, then hands teams clear metrics, rituals and living docs for autonomous operation. His fintech expertise spans onboarding/KYC, double-entry ledgers, ISO 20022/PIX and risk systems with strong emphasis on idempotency, auditability and minimal PII. Equally at home in Python, Go and .NET stacks, he combines low-latency distributed systems engineering with practical ML (pgvector/Milvus, PEFT/LoRA) and conversational pipelines (ASR/TTS, diarization). Based in São Paulo, he is a consultant-turned-builder who prefers short cycles: frame the problem, ship measurable uplift, then move to the next challenge.
9 years of coding experience
8 years of employment as a software developer
Computer Engineering Engenharia de Computação, Computer Engineering Engenharia de Computação at Escola Politécnica da USPMechatronics Engineering - Course dropout in 2018 Mecatrônica Robótica e Engenharia de Controle e Automação, Mechatronics Engineering - Course dropout in 2018 Mecatrônica Robótica e Engenharia de Controle e Automação at Insper Instituto de Ensino e PesquisaMaster's in Applied Mathematics for Computer Science Ciência da Computação, Master's in Applied Mathematics for Computer Science Ciência da Computação at IMPAGinásio, Ginásio at Colégio da Polícia Militar da BahiaTechnical Education in Electronics and Robotics / High School Education Tecnologia em Engenharia Elétrica e Eletrônica, Technical Education in Electronics and Robotics / High School Education Tecnologia em Engenharia Elétrica e Eletrônica at IFBA - Instituto Federal da Bahia
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (49)
ui-components9
react-native9
javascript9
ios9
typescript9
expo9
android9
react9
frontend9
weex8
editable8
grid8
tree8
microfrontend8
flex8
Programming languages (4)
Github contributions (5)
betinasomer/ModeloProcessoSoftware
May 2017 - May 2021
Contributions:1 PR, 21 pushes in 4 years 1 month
felpereira/ancient-ui
Dec 2023 - Feb 2024
Contributions:2 PRs, 25 pushes, 2 branches in 2 months
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