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aliaksei135

Re:Ask HN: Who wants to be hired? (October 2025) on Thursday October 09, 2025 @04:18AM (#45524951)
Location: Bristol, UK

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!

Re:Ask HN: Who wants to be hired? (July 2025) on Monday July 14, 2025 @04:23AM (#44557643)
Location: Bristol, UK

Remote: Yes / Hybrid

Willing to relocate: Within UK

Technologies: Python (data science + ml + django libs), C++ (geospatial libs & OpenMP), React (Typescript), Kafka, Postgres + PostGIS

Résumé/CV: https://drive.google.com/file/d/1Yqpr4DRHJmdy4SX0nJfMtu5DZqp...

Email: hn-jul25 <at> apilko <period> me

I’m a Simulations Engineer and Data Scientist with a PhD in Aerospace 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 apps to productionise my research, so I am comfortable across the stack and have led teams in academia and industry doing similar.

I'm interested in roles where I can combine simulation and ML models and see their impact in the real world, whether that’s in aviation, robotics, logistics, or something I’ve never heard of before.