Spearhead traffic classification for LLM-powered page organization ("Web Guide"), delivering a query classifier that improved precision metrics by 16x in user studies.
Orchestrate the end-to-end delivery of page composition algorithms serving 1B+ daily queries, successfully optimizing 'Time to Good Interaction' and driving measurable query growth.
Execute a global migration of feature construction infrastructure affecting 55% of daily search traffic; seamlessly onboarded 30+ features with zero quality regression and significant latency reductions.
Software Engineer
Google Cloud
05.2018 - 07.2022
Developed core components of a distributed event streaming platform for VM state data and predictive recommendations, a critical dependency for Cloud Autoscaling.
Enabled third-party integration by designing and implementing secure user and group authorization mechanisms for the Autoscaling API.
Achieved sub-100ms recommendation latency by building a custom distributed load-testing system, identifying bottlenecks, and optimizing code to unblock the global launch.
Owned the productionization lifecycle, including turn-up automation, routing configuration, and alerting strategies, ensuring a safe and stable system release.
Machine Learning Engineer
Fornax
09.2017 - 05.2018
Engineered large-scale ML pipelines using Spark and Scala to predict user behavior on retail websites based on real-time event streams.
Deployed containerized solutions (Hadoop) and managed HBase datastores for high-throughput data processing.
Co-Founder
MNS Lab
01.2014 - 09.2016
Led a 6-person engineering team using Agile methodologies to build and ship a Polish government tender search engine.
Built the full-stack web service, including an automated crawler, parser, and personalized notification system.
Established foundational business operations and successfully launched the product from zero to market.
Software Engineering Internships
Google & Meta
Software Engineering Intern | Google Ads (London): Built an automated ML system for ad-spam detection, saving $100k+ annually by flagging bad agents pre-launch.
Software Engineering Intern | Facebook (Menlo Park): Implemented a new "Pages" feature from scratch using Hack/PHP and internal distributed systems.
SRE Intern | Google (Zurich): Deployed backend services and testing frameworks for Google Hangouts using Go and Java.