Hello! I’m Semen Orekhov. I am an experienced Machine Learning Engineer, passionate about computer vision and GANs, professional fencer and amateur runner. Open for job offers with relocation.
| Age | 22 |
| Address | 32 Udarnikov Pr, Building 1, St. Petersburg, Russia |
| funnysemen@gmail.com | |
| Phone | +7(905)202-53-57 |
Links
| Github | github.com/szymanski52 |
| linkedin.com/in/semyon-orekhov-22526120b | |
| Telegram | @szymanski52 |
| Russian Fencing Federation | www.rusfencing.ru |
Professional Skills
| Python | |
| Computer Vision | |
| NLP | |
| Web | |
| Scrapping | |
| SQL | |
| Statistics |
Working Experience
Junior Data Scientist
at Statanly Technologies
Dec, 2021 - present
- Marketing campaigns budgets distribution API. Developed system, based on softmax multi-armed bandit.
- Objects tracker. Multiple classes objects flow counter. The system is based on fine-tuned YOLOv5 and correlational tracker.
- Rendering tracked objects on 2D map. The system of projecting of the object trace from multiple cameras to the 2D camera.
- Dangerous situations detection system for aluminium plant.
Software developerfreelance
2016 - Dec, 2021
- Betting bot. My first pet project. System collected the tennis matches data, compared odds and players ELOs and betted for the most reliable players. 100$ profit.
- TikTok videos download telegram bot. Google Drive API, Tiktok API, avoiding proxies.
- Course assistant telegram bot. The questions answering system based on searching answers in ElasticSearch knowledge base.
Education
Bachelor of Computer Science
from ITMO University2020 - 2024
Specialization: Neurotechnologies and programming
Software developer from ITMO University College
2016 - 2020
Final project: Semantic analysis of tender applications, graded 5(A).