I’m a Simulations Engineer and Data Scientist with a PhD in Computational Engineering at the intersection of high-performance simulation, probabilistic modelling, and applied ML. I enjoy working on applied problems where theory meets implementation; my background spans agent-based modelling, Monte Carlo methods, operations research and spatiotemporal ML models. I have built out and deployed full web applications both to productionise complex simulation and analytics workloads, so I am comfortable across the stack and have led teams in academia and industry doing similar.
I'm interested in roles at the intersection of simulation and ML with impact in the real world, whether that’s in aviation, defence, logistics, or something I’ve never heard of before!
Remote: Yes / Hybrid
Willing to relocate: Within UK
Technologies: Python (DS/ML stack, Dagster, Django), C++ (Geospatial libs, OpenMP, Python Bindings), React (Typescript), Postgres + PostGIS
Résumé/CV: https://apilko.me/assets/pdf/Aliaksei_Pilko_Resume_HN202510....
Email: hn202510 < at > apilko.me
I’m a Simulations Engineer and Data Scientist with a PhD in Computational Engineering at the intersection of high-performance simulation, probabilistic modelling, and applied ML. I enjoy working on applied problems where theory meets implementation; my background spans agent-based modelling, Monte Carlo methods, operations research and spatiotemporal ML models. I have built out and deployed full web applications both to productionise complex simulation and analytics workloads, so I am comfortable across the stack and have led teams in academia and industry doing similar.
I'm interested in roles at the intersection of simulation and ML with impact in the real world, whether that’s in aviation, defence, logistics, or something I’ve never heard of before!