Bogdan Ivanyuk-skulskiy
Senior Machine Learning Engineer at PitchBook
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolBogdan Ivanyuk-skulskiy is a Senior Machine Learning Engineer with eight years of experience building production-grade ML systems that span lightweight computer vision for real-time inference to agentic LLM platforms serving tens of thousands of users. He currently architects Navigator at PitchBook, designing stateful multi-agent workflows, deterministic tool orchestration, and parallel evaluation pipelines to close the reliability gap in conversational search. His background blends academic research (CIFRE PhD work on lightweight transformers for video anomaly detection) with hands-on system engineering—optimizing models for edge constraints, scaling inference to hundreds of concurrent agent loops, and deploying high-throughput services handling hundreds of millions of requests. Comfortable across the stack (C++, Python, Docker/Kubernetes, ONNX/TensorRT, AWS/GCP), he favors practical, observable designs that make SOTA models reliable in production. Off-hours he builds miniature models and flies FPV drones—an indicator of his preference for precision engineering and rapid iteration.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Lille 1 Sciences and TechnologyMaster's degree Applied Mathematics, Master's degree Applied Mathematics at National University of Kyiv-Mohyla Academy
Ukrainian, Russian, English, French
Github Skills (141)
text-segmentation10
serve10
sequence10
robotics9
nvidia-docker9
ctc9
plotly9
nlp9
image-processing9
python9
gpu9
optimization9
sequence-to-sequence9
pytorch9
facebook9
Programming languages (8)
Github contributions (5)
fido-ai/ua-datasets
Apr 2021 - Oct 2021
A collection of datasets for Ukrainian language
Contributions:1 release, 4 reviews, 64 commits in 6 months
nlpdatasetukrainian-languagetext-classificationdatasets
KyloRen1/Kaggle-Quora-Insincere-Questions-Classification
Nov 2020 - Jun 2022
Contributions:12 commits, 5 pushes in 1 year 6 months
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