Position: Middle Machine Learning Engineer
Category: Data Science
English level: fluent
Years of experience: 2

ACTIVITIES
* Attended “Geometry of Computer Vision and Graphics” course. Course conducted by Ph.D. Tomas Pajdla (ICCV 2019 best student paper).
COURSES
* Alberta Machine Intelligence Institute: Reinforcement Learning Specialization (x4 courses)
* Stanford: Machine Learning
* Cisco Networking Academy: Network Essentials
EDUCATION
BS in Computer Science.

EXPERIENCE (present—past order)
* Email click-throughs:
Trained BERT with additional dense features for classification of whether an email with certain send time, subject, sender, and recipient will be opened.
* Doc Bot:
Developed Telegram bot that leverages semantic search and multilabel classification to identify diseases and doctors by description of symptoms.
* Gen Schedule:
Constructed genome structure and selection procedure for timetable scheduling using genetic algorithms.
* AR object manipulation using webcam:
Connected Unity game engine and Python hand pose recognition to manipulate AR objects and interfaces.
* Detection of prolonged interactions
Made ML-based video streaming app that shows transmission of diseases on CCTV camera videos.
* Genetic cars:
Rewrite JS version of genetic-based car simulation in Java/Kotlin.
* Cryptography:
Used C++ and self-written arbitrary-precision arithmetic to ElGamal encryption, Pollard's rho algorithm for fast factorization, Baby-step giant-step for discrete logarithm, Cipolla's algorithm for discrete square roots, and system of linear congruences solver by applying Chinese remainder theorem.
* Image homography:
Used OpenCV and C++ to calculate parameters of projective transformation that converts 4 arbitrarily given points into vertices of rectangle with given aspect ratio. Program does not use libraries to calculate conversion parameters and performs conversion itself.
… GitHub

EDUCATION
Taras Shevchenko National University of Kyiv
Faculty of Computer Science and Cybernetics
Bachelor of Science in Computer Science
Sept. 2017–Jun. 2021 

Kharkiv Physics and Mathematics Lyceum No. 27
Sept. 2016—Jun. 2017
Progressive project with professional growth.