Oleg Panichev
Senior Research Engineer, Team Lead at Ciklum
Kyiv, Ukraine
Summary
👤
Senior🎓
Top SchoolOleg Panichev is a Senior Research Engineer and team lead with 12 years of experience specializing in deep learning, data science, and biomedical signal processing. He blends academic rigor (PhD work on EEG-based seizure prediction) with product-focused R&D, having built and led DL teams, designed system architectures, and driven NVidia partnerships at Ciklum. His work spans CNNs for vision, audio/time-series models, tabular ML (LightGBM/XGBoost), and advanced DSP for PPG/ECG/SpO2 and other physiological signals. A Kaggle Master, he pairs competitive modeling skills with hands-on algorithm development for industrial anomaly detection and medical devices. He also has startup experience as a co-founder, mentoring interns and creating internship curricula, which reflects a knack for turning research into practical, low-risk PoCs.
12 years of coding experience
8 years of employment as a software developer
Igor Sikorsky Kyiv Polytechnic Institute
English, Ukrainian
Github Skills (26)
portable9
xgboost9
java9
gradient9
machine-learning9
searchable9
python8
scalable8
boosting8
dask8
distributed-systems8
scala8
spark8
pytorch8
gbm8
Programming languages (3)
Github contributions (5)
oleg-panichev/kinoa
Jun 2017 - Sep 2018
Contributions:19 commits, 13 pushes, 1 branch in 1 year 3 months
oleg-panichev/WiDS-Datathon-2020-Second-place-solution
Feb 2020 - Jun 2022
WiDS Datathon 2020 Second place solution
Contributions:2 commits, 2 pushes, 1 branch in 2 years 3 months
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