Caio Mizerkowski
Data Scientist
Paraná, Brazil
Summary
👤
Senior🎓
Top SchoolCaio Mizerkowski is a Data Scientist with a decade of professional experience rooted in an Electrical Engineering degree from UFPR and three years of undergraduate research on neural-network-based system identification. He designs and deploys ML/CV solutions for traffic and Free Flow vehicle detection, building end-to-end pipelines from dataset creation and on-prem GPU training to ONNX export and robust multithreaded inference across RTSP feeds. Comfortable across the stack, he pairs PyTorch, OpenCV and tracking/YOLO models with production tooling like Redis, ffmpeg/GStreamer and systemd to keep high-throughput systems stable in the field. Previously he worked as a Data Engineer on Azure pipelines and Power BI dashboards, where he also led interns and automated client reporting. Caio’s background in Volterra-series-style modeling and experimental RF predistortion research gives him a strong analytical bend that informs practical, field-ready ML solutions.
9 years of coding experience
5 years of employment as a software developer
Bachelor, Electrical and Electronics Engineering, Bachelor, Electrical and Electronics Engineering at Federal University of Paraná
Portuguese, English
Github Skills (25)
speaker9
matematica9
voice-activity-detection9
system-identification9
diarization9
dynamical-systems8
overlapped-speech-detection8
building-blocks8
speech8
speaker-verification8
speech-processing8
speaker-diarization7
pytorch7
embedding7
change-detection7
Programming languages (4)
Github contributions (5)
CaioMizerkowski/CaioMizerkowski.github.io
Mar 2018 - Mar 2025
Contributions:1 PR, 168 pushes, 1 branch in 7 years 1 month
CaioMizerkowski/NNM-
Aug 2017 - Mar 2018
Contributions:1 PR, 45 pushes, 3 branches in 7 months
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