About
AI/ML engineer. I build detection systems and agent tooling. Cisco (anti-phishing), kremlometr.cz (propaganda), brow (browser automation for AI agents).
Currently Building
kremlometr.cz
Automated pro-Russian propaganda detection in Czech news comments
LLM embeddings + unsupervised clustering to identify coordinated disinformation campaigns. Live since Jan 2026. Monitoring 5+ Czech news sites.
brow
Browser automation CLI for AI agents
Standalone Playwright CLI that lets AI agents control a real browser with simple commands. Published via Homebrew.
Recent Posts
Experience
CISCO
Senior Machine Learning Engineer
March 2025 - present
Building the ML engine behind Cognitive anti-phishing - detecting malicious emails at scale across enterprise customers.
Similarweb
Data Scientist
April 2024 - February 2025
Built automated visit segmentation pipeline - clustering domain traffic into behavioral segments using LLM embeddings at scale.
Home Credit International
Data Scientist
October 2021 - March 2024
Built risk models for collections and underwriting - credit scoring, voice recognition pipeline, and a secondment to Nova TV for viewership prediction.
Education
Master's degree at Charles university in Prague
Theoretical Biophysics and Chemical Physics
September 2020 - February 2023