Łukasz Kępka
Backend Engineer at Northmill
Silesian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolŁukasz Kępka is a backend engineer with 8 years of experience building production systems that blend clean architecture with pragmatic delivery. He has designed and implemented video analytics and computer vision solutions for quick-service restaurants and motion-detection services, working across Python, C#, C++, TensorFlow, OpenVINO and cloud-native tooling. Currently at Northmill, he brings a strong focus on software architecture and measurable business value, informed by hands-on experience with streaming (GStreamer), AWS, and CI/CD pipelines. Łukasz pairs academic grounding from the Silesian University of Technology with a continuous-learning mindset—regularly upskilling through courses, books, and technical podcasts. Notably, his background spans both device-side and cloud pipelines, making him adept at moving vision algorithms from prototype to scalable production.
8 years of coding experience
5 years of employment as a software developer
Bachelor of Engineering - BE, Computer Science, Bachelor of Engineering - BE, Computer Science at The Silesian University of Technology
Github Skills (11)
surveillance7
nodejs4
scene4
realtime4
semantic3
pytorch2
segmentation2
deep-learning2
semantic-segmentation2
object-detection2
neural-network1
Programming languages (2)
Github contributions (5)
lukaszkepka/PostureGuard
Sep 2020 - Mar 2021
Realtime detection of incorrect sitting posture
Contributions:1 release, 37 commits, 17 PRs in 6 months
posturedetection-realtimerealtimesurveillancereal-time
lukaszkepka/who-do-i-remind-of
Nov 2018 - Feb 2019
Application for finding the most similar person to you among known celebrities, politicians etc.
Contributions:36 commits, 1 PR, 31 pushes in 3 months
similarpersonpoliticiansfindingcelebrities
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