Short bio:
Data Scientist with MLE and MLOps experience, currently working at Laerdal Medical AS with variety of DS/AI related projects: Predictive Maintenance, Agent Based Chatbots, Automatic Resuscitation Detection from Sound
Technologies: CI/CD (gihtub-actions, git, github, docker), AI/ML(python, tensorflow, keras), MLOps(MLFlow), DS(pandas, pyspark, SQL, jupyter notebook), visualization(streamlit, matplotlib), Cloud (Azure), LLM(GPT, LLama), genAI(StableDiffusion, Dalle3)
I have (2018) successfully defended my Ph.D. dissertation in the area of Computer Engineering at the Korea University of Technology and Education, South Korea. My Ph.D. research was in the area of Human Neuroscience, particularly about human eye blink rate variability dynamics as indicator of mental workload.
Extracting Blink Rate Variability from EEG Signals
T Gebrehiwot, R Paprocki, M Gradinscak, A Lenskiy
International Journal of Machine Learning and Computing 6 (3), 191
What does eye-blink rate variability dynamics tell us about cognitive performance?
R Paprocki, A Lenskiy
Frontiers in Human Neuroscience 11, 620
Analysis of blink rate variability during reading and memory testing
T Gebrehiwot, R Paprocki, A Lenskiy
Journal of Telecommunication, Electronic and Computer Engineering 9 (2-4 …
Blink Rate Variability during resting and reading sessions
A Lenskiy, R Paprocki
2016 IEEE Conference on Norbert Wiener in the 21st Century
Server and method for providing recommendation content