Влад

Bredun Ruslan
Machine Learning Engineer
Full-time, remote work.
Age: 25 years
City: Dnipro
Ready to move (Ukraine, Abroad)

Contact Information
Address: Dnipro, Naberezhna Peremohy
Phone: [відкрити контакти](див. вище в блоці «контактна інформація»)
Email - GitHub - LinkedIn - Kaggle

I am very interested in machine learning and computer vision. I have at least 3 years
of programming experience and now I am looking for new opportunities in the IT industry
with opportunities to develop my professional skills.

Skill Set
ML and CV : Robotics:

Technologies: Frameworks:
● Raspberry PI/Jetson
● CNN, DNN ● TensorFlow/Keras ● ROS
● GAN ● Scikit-learn, ● STM/AVR
● Classical learning ● Pandas, microcontrollers
(Regression, ● Numpy/Scipy, ● Circuitry
Classification, ● 3D modeling
● Matplotlib/Seaborn
Clusterization) ● UART, I2C, SPI,
● Ensemble models ● OpenCV
● SQL 1-WIRE, RS-485,
● Image processing
Modbus
● Navigation stack

Experience
Project Manager in BotShare company 07.2020 - 02.2022, Kharkiv (Robotics)

Preparation and control of the project plan and setting tasks for the project team.
Managing the priorities of tasks and communication with customers, project analytics, project
documentation and preparation of presentation materials.
 Software developer in BotShare company 09.2019 - 02.2022 Kharkiv (Robotics)

Development and debugging of software of robots for autonomous work and
compilation of algorithms and structural schemes of Software and Firmware. Design of
boards, as well as testing and debugging of the test model of the robot, organization of team
work and preparation of reports, presentations and demonstrations;

Developer of programs and equipment for automation -
Freelance 03.2019 - 09.2021, All Ukraine (Robotics and Automation)

Development of a "Smart" button to control automated systems, Development of a
universal controller for self-service car wash control, Development of a universal analog
input board for automation systems, Participation in the development of programs and
devices for automation of industrial machines, Development of software and equipment for a
robot manipulator for a coffee shop.

Professional and soft skills

Machine Learning Algorithms (Regression and Classification, Clustering, Tree-based
algorithms, Time-series forecasting, feature engineering, parameter tuning, EDA, graphing
representation). Image analysis and Computer Vision.
Experience in working with Raspberry PI and similar boards, STM microcontrollers,
ROS, etc. Strong in electrical engineering, circuitry and design of robotic systems.
Tools - Scikit-learn, Keras, Tensorflow, Pandas, Numpy, Scipy, Matplotlib, Seaborn
and Statsmodels, OpenCV, Statistics and Probability theory, ROS, OpenCV, SQL
PyCharm, Google Colab, Jupyter Notebooks, Github, Visual Studio Code
Analytical mind and business acumen, problem-solving aptitude, result-oriented with
good problem-solving and prioritizations skills, good communication skills, high personal
drive and goal-oriented, ability to work independently, well-structured, dynamic, and with a
can-do approach

Education
NTU KhPI - Institute of Power Engineering, Electronics and Electromechanics
Higher education (master's degree), from 2014 to 2020 (5 years 9 months) - Education in
"Electric Machines"

Relevant courses

● Startups Kharkiv (2020, 2 months)
● Lviv Business School Pre-Acceleration program (2020-21, 3 months)
● Complete Machine Learning & DataScience Bootcamp (2021-22 3 months)
● OpenDataScience machine learning course (2022 2 months)
● Computer Vision in Python (Theory & Projects) (2022 2 month)
● Deep Learning and Computer Vision A-Z™: OpenCV, SSD & GANs (2022 2 month)