Mikołaj Kolek
I am a Deep Learning and Computer Vision Engineer from Kraków, Poland, focused on building end-to-end AI solutions for the public sector and beyond.
About
I am a Deep Learning and Computer Vision Engineer from Kraków, Poland, focused on building end-to-end AI solutions for the public sector and beyond. I enjoy turning data into real-time, deployable models, and I love working on edge-accelerated pipelines, RAG chatbots, and scalable ML systems.
As a third-year Computer Science and Intelligent Systems student at AGH University of Science and Technology, I won the Warsaw AI Hackathon and actively follow Generative AI trends, attending conferences and hackathons. Outside of work, I train calisthenics, fish, kayak, ski, and travel; I enjoy exploring AI research and contributing to open challenges.
- 2 years' experience
- Joined December 2025
Skills· 16
Languages
- EnglishIntermediate
- PolishFluent
- ChineseBeginner
Industry experience
- Software & Internet
- Media & Entertainment
- Education
More experts in Krakow, Poland
Work experience
Conducted research on second-order optimization methods for training neural networks under the mentorship of Jarosław Duda (Jagiellonian University).
Led end-to-end development of real-time image processing models on NVIDIA Jetson platforms, including data collection, model development, quantization, and deployment. Implemented scalable pipelines for testing and validation, integrated CV models into edge devices, and collaborated with cross-functional teams to deliver city-scale smart solutions.
Implemented backend systems, connected databases, and developed a deep learning RAG chatbot. Built end-to-end ML pipelines from data ingestion to model deployment on production-grade infrastructure.
Education
Certifications and awards
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