Brian Cechmanek
Machine Learning Engineer at Sii Poland
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolBrian Cechmanek is a Machine Learning Engineer with over seven years in data science and a decade of professional experience building ML products across legal, healthcare, and synthetic-data domains. He blends research-led curiosity—investigating biologically-plausible networks and predictive coding during graduate work—with practical ML engineering skills in PyTorch, HuggingFace, AWS Sagemaker, Docker and MLOps. Brian has shipped production-ready pipelines and benchmarking at companies like Hazy and Thomson Reuters Labs, and is currently splitting time between founding a stealth AI startup focused on nursing workflows and research/ML product work in legal LLM/RAG systems. Comfortable across the stack from embedded computer vision to large language models, he prefers multi-year, high-impact problems in finance, tax/legal, or agriculture and is open to novel domains. An unusual facet of his profile is the combination of biomedical research roots and hands-on productization of ML, giving him a strong instinct for translating domain problems into tractable AI solutions.
10 years of coding experience
8 years of employment as a software developer
Master of Science (M.Sc.) Biomedical/Medical Engineering, Master of Science (M.Sc.) Biomedical/Medical Engineering at University of CalgaryUniversity of Waterloo
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (12)
pipeline9
python9
kedro9
mlops8
machine-learning8
science8
modular8
data-science6
collections4
rust1
ipv41
ipv61
Programming languages (6)
Github contributions (5)
BrianCechmanek/Cechmanek.ca
Nov 2015 - Oct 2023
Collection of landing pages for myself, brother, and sister. Not perfect, and some Bootstrap in there still, but I'm learning
Contributions:5 PRs, 19 pushes, 7 branches in 7 years 11 months
bootstrap4brothercssmyselfperfect
BrianCechmanek/DSOps
Jun 2021 - Jul 2022
Collections of Ops and Development Toolings, Tutorials, for Data Science
Contributions:1 review, 3 PRs, 15 pushes in 1 year 1 month
opspythonsciencedata-sciencemachine-learning
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