Live
in production
Services platform
Language models built into how a large company buys services. Requests are sorted and matched as they come in.
- Python
- FastAPI
- LLM Integration
- PostgreSQL
- Docker
Selected projects
For clients
~1M
rows translated
Translation pipeline
Machine translation for a product catalogue. Every row passed automatic checks, and people reviewed samples.
- Python
- FastAPI
- CTranslate2
- PostgreSQL
50,000+
photos processed
Product photo cleanup
One model cuts out the product, another fills in the background. It replaced manual retouching.
- PyTorch
- YOLOv8-seg
- LaMa
- OpenCV
2,000
documents indexed
Private document search
Ask about internal documents and get answers with sources. Runs on a regular CPU, and the data never leaves the company.
- LangGraph
- llama.cpp
- FAISS
- Docker
Side projects
CADA
A desktop app in Rust that turns your folders into a searchable drive. Works fully offline.
- Rust
- Tauri
- WinFSP
- SQLite FTS5
- Ollama
humanize-pl
Rewrites AI-generated Polish legal text using plain rules. No language model involved.
- Python
- Stanza
- sentence-transformers
- DOCX
Pangolin
My design system. Tokens, components and a few demos.
- tokens.css
- base.css
- components.css
- tweaks-panel.jsx
Hi, I’m Paweł.
I studied at the Naval Academy in Gdynia and did my master’s at WSB Gdańsk. I started out building websites and slowly moved into backend and machine learning.
- 2024 – now
Backend developer, TME
- 2023 – 2024
Full-stack developer, Ecohedge
- 2021 – 2023
React developer, WEUPCODE
- 2021
Junior full-stack developer, Softwarebay
- 2020 – 2021
Junior web developer, KS Sport
- 2017 – 2023
BEng and MSc in Computer Science
CodeWorks, my software house
We build AI tools, automations and B2B systems for online stores and wholesalers.
What I work with
Backend
- Python
- FastAPI
- PostgreSQL
- SQLAlchemy
- Redis
- pytest
- Node.js
Frontend
- TypeScript
- React
- Next.js
- Tailwind CSS
- Playwright
- Redux · Jotai
ML & infra
- PyTorch
- CTranslate2
- llama.cpp · Ollama
- LangGraph
- FAISS · pgvector
- Docker
- GitHub Actions
- Rust · Tauri