Szymon聽Rutkowski
Senior ML AI Engineer at Duck Creek Technologies
Warsaw, Masovian Voivodeship, Poland
Summary
馃懁
Senior馃帗
Top SchoolSzymon Rutkowski is a Senior ML/AI Engineer based in Warsaw with 11 years of experience building production-ready ML systems and owning full-stack code and operations. He has led ML work for large pharmaceutical clients, designing LLM-based document summarization and agent systems on Amazon Bedrock, as well as neural recommenders in TensorFlow deployed via Kubeflow and SageMaker. His background blends research and engineering鈥攆rom Word Sense Disambiguation research using BERT and static embeddings to turning legacy scripts into robust Python packages and data pipelines on AWS Redshift. Pragmatic about product needs, he translates business requirements into SQL-driven feature engineering and reproducible model pipelines. Now at Duck Creek Technologies, he continues to bridge applied research and scalable deployment, with a particular knack for integrating vector search and KB retrieval into real-world workflows. Colleague-reviewed as always-learning, he pairs interdisciplinary training in cognitive science and history with hands-on ML ops discipline.
11 years of coding experience
7 years of employment as a software developer
Master History, Master History at University of Warsaw
Github Skills (33)
compile9
common-lisp9
dos9
modification9
audio-player9
webserver8
video-player8
ffmpeg8
linux8
player8
multiplatform7
roguelike7
audio7
lisp7
vulkan6
Programming languages (5)
Github contributions (5)
szmer/populobot
Apr 2019 - Sep 2022
Contributions:84 pushes, 2 branches in 3 years 5 months
szmer/aburatan
Feb 2017 - Nov 2022
modification of an early 2000s DOS roguelike to compile under Linux
Contributions:6 commits, 1 PR, 2 pushes in 5 years 10 months
linuxdoscompileroguelikemodification
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