Frederico Pelogia
Customer Support Engineer at Embraer
São Paulo, Brazil
Summary
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Top SchoolFrederico Pelogia is a Customer Support Engineer and software developer with eight years of experience applying full-stack engineering and data analytics to aviation maintenance and fleet performance at Embraer. Holding an MSc in Biomedical Engineering with a focus on mathematical and computational modeling, he blends research-grade modeling (epidemic forecasting, ICU occupancy) with production software: backend APIs (Node/Python), Angular front-ends, PostgreSQL, CI/CD on Azure/AWS, Docker and Kubernetes. He has driven automation of data collection and treatment, built SVM/NLP classifiers for fail-code processing, and developed Direct Maintenance Cost models that bridge reliability science and business needs. Earlier academic work includes optimization-driven neural network implementations and collaborative tools for classroom planning used in public exam logistics, showing a knack for practical, interdisciplinary solutions. Based in São Paulo, he thrives where mathematical rigor meets engineering delivery, often translating complex models into usable web tools and analytics products. A detail often overlooked: his background spans both deep applied mathematics and hands-on ops (VPS/DevOps), enabling end-to-end ownership from prototype research to production systems.
7 years of coding experience
2 years of employment as a software developer
Bacharelado, Bacharelado em Ciência e Tecnologia, Bacharelado, Bacharelado em Ciência e Tecnologia at Universidade Federal de São PauloMaster of Sciences (MSc.), Biomedical Engineering - Mathematical & Computational Modelling, Master of Sciences (MSc.), Biomedical Engineering - Mathematical & Computational Modelling at Unifesp - Federal University of São PauloEngenharia da Computação, Engenharia da Computação at Unifesp - Universidade Federal de São PauloEnsino Médio Completo, Ensino Médio Completo at Escola Henriqueta Vialta Saad
English, Portuguese
Github Skills (8)
automata5
pacman4
latex2
visualization2
algorithm1
algorithms1
whiteboard1
sorting-algorithms1
Programming languages (6)
Github contributions (5)
fpelogia/DerivadaIntegralNumerica
Jul 2021 - Dec 2024
Simples implementação de derivação e integração numérica
Contributions:2 PRs, 3 pushes, 3 branches in 3 years 5 months
num
fpelogia/fpelogia.github.io
May 2020 - Feb 2025
Contributions:6 PRs, 43 pushes, 3 branches in 4 years 9 months
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