Felipe Adachi
Principal AI Engineer at Descomplica Medicina
Santa Catarina, Brazil
Summary
🤩
Rockstar🎓
Top SchoolFelipe Adachi is a Principal AI Engineer with eight years of experience building LLM safety, ML observability, and data-quality solutions, currently shipping generative AI for clinical decision support at Descomplica Medicina. He blends research-grade rigor from a master’s thesis on fault detection in unmanned systems with hands-on MLOps and security engineering—designing CI/CD, encryption, audit logging, and scalable AWS/Fly.io infrastructures. At WhyLabs he drove core LLM security features (prompt injection, hallucination and toxicity detection), contributed to open-source tooling like LangKit, and implemented offline/ONNX model support for safer deployments. Comfortable across NLP, vector search, drift detection and production pipelines, he also communicates complex ideas as a frequent technical writer and conference speaker. A less obvious strength: his early engineering career at sea and in hardware R&D gives him uncommon operational discipline when hardening ML systems for reliability and compliance.
8 years of coding experience
8 years of employment as a software developer
Masters, Electrical and Electronics Engineering, Masters, Electrical and Electronics Engineering at Federal University of Santa CatarinaUniversity of São PauloOficial de Máquinas, Oficial de Máquinas at CIAGA - Centro de Instrução Almirante Graça Aranha
English, Spanish
Github Skills (65)
python10
prompt-engineering10
mlops10
data-pipeline10
dataops10
prompt-injection10
data-science10
nlg10
analytics10
data-quality10
machine-learning10
logging10
nlp9
large-language-models9
hyperparameter-tuning8
Programming languages (5)
Github contributions (5)
FelipeAdachi/whylogs
Sep 2021 - May 2022
Profile and monitor your ML data pipeline end-to-end , Join us in slack @ http://join.slack.whylabs.ai/
Contributions:53 pushes, 22 branches in 8 months
monitorend-to-endpipelinedata-scienceend-to-end-pipeline
FelipeAdachi/fake-news-experiments
Nov 2020 - Mar 2021
Contributions:2 commits, 3 pushes in 4 months
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