About

Junior ML engineer and computer science student. I build software and like understanding it from end to end.

Profile

I'm a computer science student at Gdańsk University of Technology and a Junior ML Engineer at LOLML. I'm most comfortable when I can actually see what a system is doing, from how the model behaves down to the data moving through it, instead of treating any part of it as a black box.

At LOLML I jump between a few things: agentic CRM workflows, browser-session analysis, text provenance research, and mortgage automation. Most of it is taking a messy manual process and turning it into software that's predictable and that someone can actually operate.

I also built backtesting infrastructure for quantitative strategy research, using vectorized and CUDA-based approaches so that searching over a lot of strategies stops being painfully slow.

Away from work I tend to build small tools I can fully wrap my head around, and I read and write more than people expect. I also shoot photography on the side: mostly portraits, events, and documentary work.

English level: C2. I graduated from a bilingual mathematics and computer science class at III LO in Gdynia.

Experience

A short timeline of recent roles.

Role Place Dates Work
Junior ML Engineer LOLML Mar 2026 - present Agentic CRM, browser telemetry, provenance research, and mortgage automation.
Python Developer Intern Lime Brains Apr 2026 - May 2026 Python and Vue.js software work for Forvis Mazars.

Working Range

The tools and areas I keep coming back to.

Layer Current focus
Agentic product systems Workflow orchestration, human-in-the-loop review, CRM sync, and reliable state.
ML and data telemetry Browser-session analysis, OCR/vision pipelines, provenance evaluation, and structured extraction.
Quant engineering Vectorized backtesting, large parameter sweeps, and research reports with validation caveats.
Interfaces and systems Python, Vue.js, JavaScript, desktop tooling, embedded workflows, and clear UI writing.