Daniel Kukieła
West Pomeranian Voivodeship, Poland
Summary
🤩
Rockstar🎓
Top SchoolDaniel Kukieła is an experienced ML engineer and programmer with a decade of software development, transitioning from a long career in PHP web development to research-focused machine learning and systems engineering. Co-author of Neural Networks from Scratch and an active contributor to projects like an NMT chatbot, he specializes in Python, tokenization strategies (BPE/WPM), and performance/resource optimizations. At Ruliad and PythonProgramming.net he blends hands‑on model engineering with infrastructure improvements, scoring and filtering systems, and efficient data pipelines. Based in Poland, he pairs academic training in informatics and electrical engineering with practical server and admin experience, making him comfortable across research, backend, and deployment concerns. Notably, his background in high-traffic site maintenance informs a pragmatic, optimization-driven approach to ML engineering.
10 years of coding experience
19 years of employment as a software developer
Master's degree, Informatics, Master's degree, Informatics at Politechnika SzczecińskaLicentiate degree, Informatics, Licentiate degree, Informatics at Uniwersytet Szczeciński
English
Github Skills (10)
data-preprocessing10
tokenize10
tokenizer10
nlp10
dataprep10
python10
natural-language-processing10
regular-expression9
machine-translation9
tensorflow8
Programming languages (11)
Github contributions (5)
daniel-kukiela/nmt-chatbot
Nov 2017 - Mar 2020
NMT Chatbot
Role in this project:
Back-end Developer
Back-end DeveloperContributions:148 commits, 9 PRs, 56 pushes in 2 years 3 months
Contributions summary:Daniel's primary contribution involved the development of a chatbot system within the "NMT Chatbot" repository. Their work focused on preparing training data, tokenization, and detokenization processes, which are essential for natural language processing tasks. The user also integrated BPE/WPM-like tokenization, indicating a focus on optimizing text representation for the neural machine translation model. Furthermore, they implemented answer scoring and filtering functionalities and made improvements to the infrastructure of the project.
chatbotnmt
daniel-kukiela/LotmaxxSnapshot
Oct 2020 - May 2022
Cura plugin for image snapshot embedding for Lotmaxx printers
Contributions:6 commits, 3 pushes, 1 branch in 1 year 7 months
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