profile photo

Building AI/ML systems

Prague

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

Recent Posts

Experience

CISCO logo

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 logo

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 logo

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

Charles University logo

Master's degree at Charles university in Prague

Theoretical Biophysics and Chemical Physics

September 2020 - February 2023

Charles University logo

Bachelor's Degree at Charles university in Prague

General Physics

September 2017 - September 2020

Publications