Badges
Certifications
Work Experience
Data Scientist
Clickadu• June 2021 - Present
● Created context-based reinforcement learning algorithms for effective advertisement rotation. ● Applied unsupervised approaches for traffic segmentation. ● Designed a multivariate time series-based traffic anomalies monitoring system. ● Developed a long-term financial plan using fbprophet. ● Optimized roadmaps with the evolutionary approach. ● Reviewed and improved junior analysts’ solutions, and applied pair-programming techniques as a leading programmer.
Data Scientist
Uralsib• July 2018 - June 2021
● Created logit, glmtree, and GBDT predictive models. ● Developed a library for specific model development tasks. ● Developed tools for automated feature engineering. ● Implemented reporting automation systems.
Education
ITMO University
Data Science, MS• September 2020 - August 2022
● Big Data and Machine Learning international educational program. Key subjects: big data technologies, data analysis, machine learning, evolutionary computing, neural networks.
ITMO University
Software Engineering, BS• September 2016 - August 2020
● Software Engineering educational program. Key subjects: algorithms and data structures, programming technologies, OOP, database design, information systems design. ● Co-author of a scientific paper (Scopus, WoS) - Data processing approaches for lung CT-image analysis under resource constraints - 2019. ● RF government scholarship fellow (2019/20).
Links
Skills
nikita_gorokhov has not updated skills details yet.