Ksawery Smoczyński
Senior Machine Learning Engineer at Synerise
Greater Poland Voivodeship
Summary
👤
Senior🎓
Top SchoolKsawery Smoczyński is a Senior Machine Learning Engineer with eight years of hands-on experience building production ML systems across retail forecasting, ADAS vision, and probabilistic modeling. He progressed from internships and junior roles to senior engineering at Synerise, bringing practical expertise in time-series forecasting, semi-supervised depth estimation, and scalable ETL on Spark/Azure Databricks. A mathematician by training with a master's in Computational Modeling and Simulation, he favors vectorized, probability-driven approaches and pragmatic experimentation—summed up by his Robert Frost-inspired philosophy. He has integrated real-time vision HIL test stations with simulators and applied econometric and deep learning methods to retail POS and demand forecasting. Based in Greater Poland, he combines academic rigor with product-focused implementation, often turning research prototypes into deployable pipelines. Colleagues would note his uncommon blend of theoretical depth and attention to engineering details that make models robust in production.
8 years of coding experience
4 years of employment as a software developer
Licencjat (Lic.) Informatyka i Ekonometria, Licencjat (Lic.) Informatyka i Ekonometria at Poznan University of Economics And BusinessBachelor's degree Matematyka, Bachelor's degree Matematyka at Uniwersytet im. Adama Mickiewicza w PoznaniuMaster Computational Modeling and Simulation, Master Computational Modeling and Simulation at Technische Universität Dresden
Github Skills (45)
image-processing9
nvidia-docker9
building-blocks9
paddle9
data-augmentation9
image-augmentation8
python8
bayesian8
data-processing8
audio-processing8
enviroment8
pytorch7
mxnet7
machine-learning7
gpu7
Programming languages (3)
Github contributions (5)
SKNDataScience/SKN-Data-Science
Nov 2018 - Jan 2019
Contributions:26 commits, 19 pushes in 1 month
KsawerySmoczynski/carla_racetrack_BS
Apr 2020 - Jun 2022
Contenerized developement enviroment created for purpose of BS Thesis.
Contributions:103 commits, 8 PRs, 96 pushes in 2 years 2 months
developementenviromentthesispurpose
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