Martin Asenov
Senior Machine Learning Engineer I - Parexel AI Labs
City of Edinburgh, Scotland, United Kingdom
Summary
👤
Senior🎓
Top SchoolMartin Asenov is a Senior Machine Learning Engineer with 11 years’ experience building and optimizing production ML systems, currently leading applied research at Parexel AI Labs after a stint advancing model efficiency at Huawei R&D UK. He holds a PhD in Robotics and Machine Learning from the University of Edinburgh and has a track record of practical wins—reducing LLM inference costs and deploying a time-series analytics framework that cut operational spend by £10K+ per month. Martin combines deep research chops with hands-on engineering, from speculative decoding and hardware-aware model placement to rapid MVP delivery that improved document processing accuracy by 15% in two months. Based in Edinburgh, he blends academic rigor with product-focused execution and a history of cross-domain experience spanning computer vision, robotics, and cloud-scale inference.
11 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD Robotics and Machine Learning, Doctor of Philosophy - PhD Robotics and Machine Learning at The University of EdinburghUniversity of California, Irvine
Github Skills (20)
typescript8
microsoft7
electron7
vscode-extension7
vscode7
editor7
robot6
visual-studio6
visual-studio-code6
ros5
gaussian5
robotics4
deep-learning3
python3
arm3
Programming languages (6)
Github contributions (5)
edintelligence/edintelligence.github.io
Jan 2018 - Sep 2020
Contributions:24 commits, 22 pushes in 2 years 8 months
deep-learningedinburghstudent-groupuniversity-of-edinburgh
masenov/masenov.github.io
Dec 2016 - May 2024
Contributions:76 pushes, 1 branch in 7 years 6 months
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