Stanisław Wasilewski
I reverse engineer thinking
Building stuff that learns, works, and looks good. If you can imagine it, I can build it.
Areas of Expertise
Machine Learning
Deep learning models, transformer architectures, and multimodal fusion — from cross-attention on medical imaging to rotation equivariance and knowledge distillation.
View Research →RAG & Agentic Systems
Production retrieval-augmented and agentic LLM systems: semantic routing, query decomposition, tool calling, and the observability and evaluation needed to keep them honest.
View Projects →Web Development
Creating modern, performant web applications with a focus on clean design, accessibility, and user experience.
View Applications →Selected Work
Winner of the Neo4j prize for Best Use of a Graph Database at Hack the Law 2026 in Cambridge. Maps every allegation in a pleading against the evidence bundle — supported, contradicted, or missing — with every finding sourced back to the verbatim line.
View Project →Led technical infrastructure for Europe's largest generative-AI hackathon — ~5,000 participants in 2025, with the 2026 Vienna edition in preparation. Built the complete event platform and coordinated $600k+ in API credits from tier-1 AI partners including ElevenLabs, Runway, Bolt, and Fal AI.
View Project →Privacy-first Chrome extension for checking if images are AI-generated. Analyzes Content Credentials and metadata locally in your browser—no data ever leaves your device.
View Project →Open-source GNOME Shell extension bringing Hyprland-style dwindle (BSP) tiling to GNOME. Per-workspace trees, animated borders, configurable gaps, and a native Gtk preferences UI — a single codebase across GNOME 46–49 on Wayland and X11.
View Project →