Alex Larionov
Machine Learning Engineer at QuantCo
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolAlex Larionov is a Machine Learning Engineer based in London with nine years of experience bridging research-grade statistical ML and production systems. He completed a PhD in Statistical Machine Learning at Imperial College London and has transitioned research insights into commercial products through roles at QuantCo and as a data science engineer. Comfortable across the stack from model development to deployment, he has hands-on experience in full-stack engineering from an earlier role at Limejump and industrial internships at BAE Systems. Alex focuses on building practical systems that deliver measurable value while retaining a researcher’s rigor for principled methods and deep dives into hard problems. He combines a strong mathematics background with a pragmatic engineering mindset, making him adept at turning novel algorithms into robust, production-ready features. A detail that sets him apart is his dual identity as an engineer-researcher, actively moving between academic depth and applied impact.
9 years of coding experience
6 years of employment as a software developer
Master's degree Mechanical Engineering, Master's degree Mechanical Engineering at Imperial College London
English, Russian
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (29)
python10
machine-learning10
ml10
deep-learning10
tensorflow10
deep-neural-networks10
neural-network10
data-science9
pytorch9
jax9
r7
statistics6
gpu5
data-mining5
classification5
Programming languages (6)
Github contributions (5)
Llamrei/english-transformer-segmentation
Oct 2022 - Mar 2023
Contributions:55 commits, 4 pushes, 1 branch in 4 months
Llamrei/ECM
Oct 2017 - Dec 2017
Contributions:17 commits, 38 pushes, 4 branches in 1 month
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