rsschool-cv

Oleg Semenov

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Contact information:

Phone: +7 968 151 7070
E-mail: semoleg1986@gmail.com
Telegram: @semoleg1986
LinkedIn

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Shortly about:

In 2019, while pursuing my master’s degree, I was assigned a project to create a corpus of the English language related to nuclear physics. Coincidentally, that was the time when I was fascinated with NLTK (Natural Language Toolkit). I developed software using Natural Language Processing (NLP) techniques and implemented it using the Python programming language.

In 2020, there was a scientific problem at the department related to measuring the diameters of erythrocytes in SEM (Scanning Electron Microscope) images. Applying my skills, I wrote a program for erythrocyte recognition. Now, the program automatically measured the areas and diameters of 1000 erythrocytes in just one minute.

Currently, my goal is to become a Full-Stack Developer.

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Skills and Proficiency:

Languages: Python, JavaScript/TypeScript;

Source control: Git

Backend

• FW/LIB: Flask, Django, FastAPI
• API/GraphQL: Django REST Framework, Pydantic, SQLAlchemy, Flask-Smorest
• DB: PostgreSQL, MongoDB, MySQL, SQLite
• TEST: Pytest, Factory Boy, Faker, Locust, k6
• CQ/SA: black, isort, flake8, mypy, pre-commit
• DM: pip-tools
• DEP/INF: Docker, Docker Compose, Nginx, Gunicorn, uvicorn
• MSG/TASK: RabbitMQ, Celery
• LOG/MON: ELK, Prometheus, Grafana
• CI/CD: GitHub Actions, GitLab CI
• TOOLS: Git, Bash, Makefile

System Design & Arch

• Design: Service-Oriented Architecture, REST API, DB design, CQRS, DDD
• P&P: SOLID, DRY, KISS, Clean Arch, DI
• Docs: UML, ERD, Seq diagrams

Data Science and Computer Vision

• LIB: NumPy, pandas, scikit-learn, Matplotlib, OpenCV, PyTorch, Numba, NLTK
• TASKS: EDA, ML pipelines, NLP (basic), CV classification

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Experience

Work experience

Jan. 2023 - present
Full-stack developer
(Freelancer)

Developing a website and microservices

Sep. 2021 - Dec. 2022
Full-stack developer (North-Eastern Federal University)

Created a website for a comprehensive research project in medical physics. Provided ongoing maintenance and support for the website developed for a comprehensive research project in medical physics.

Technologies: Python, JS, jQuery, Django, DjangoRESTframe, Postgresql, heroku, pyparsing, tkinter
Links:
www.nefu-medphys.com

Sep. 2020 - May. 2021
Researcher & Programmer (North-Eastern Federal University)

Developed a methodology for machine recognition of shapes and sizes of RBC images in normal and pathological conditions for disease diagnostics.

Technologies: Python, NumPy, Matplotlib, OpenCV, PyTorch, numba, seaborn, pandas
Publication links:
Article on RG.RU
Article on Atlantis Press

Jan. 2010 - Nov. 2018
Data Management Specialist (Diamond Processing Manufacturing Company LLC TUNALGY)

Serving the Energia R&D Program (C language). Preparing reports and shipping documents for the State Treasury of Russia. Network-related work

Technologies: Python, C, SQL, PostgreSQL, openpyxl, requests (HTTP/HTTPS), socket.

Jan. 2006 - Jul. 2007
System administrator (Diamond Processing Manufacturing Company LLC TUNALGY)

Server setup and maintenance, user management, data backup, system monitoring, and optimization.

Some projects

Program development: https://www.s-vfu.ru/news/detail.php?SECTION_ID=2268&ELEMENT_ID=142745

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Courses:

• North-Eastern Federal University/specialist in radiophysics and electronics(5 years)
• North-Eastern Federal University/master of physics(specialization: medical physics)
• React 2023 Q1 in RS School certificate
• AWS Fundamentals in RS School certificate
• NodeJS 2023 Q2 in RS School certificate
• Angular 2023Q4 in RS School certificate
• Python (Professional Certificate) certificate

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Languages:

• English - Intermediate

• Russian - Native