Brian Cechmanek
Principal AI Engineer at Stealth AI Startup
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.
11 years of coding experience
9 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 (15)
python9
machine-learning9
kedro9
mlops8
agentic-workflow8
agentic-ai8
data-science7
data-pipelines7
data-engineering6
collections4
discord-bot4
spotify3
science3
youtube2
rust1
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/disco-spot
Feb 2024 - Sep 2025
A friendly discord bot to help add youtube music links to a spotify playlist.
Contributions:4 reviews, 3 PRs, 34 pushes in 1 year 7 months
discord-botspotifyyoutube
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