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Регистрация: 21.11.2023

Alexander Aleskin

Специализация: Python Developer / Data Scientist

Портфолио

CtrlF5 Agency

I've been involved in several projects at CtrlF5, mostly as a backend developer. In addition to using my Python tech stack, I haved improved my knowledge of Typescript and DevOps tools. Outside of work I: - Completed React and k8s courses. - Implemented my own project in advertising. - Created my own library based on Django principles for Telegram.

Mind & Machine

The company's main product is an intelligent staff planning system with queue management based on AI and Big Data. I managed the development team and was a playing coach in machine learning and backend departments. Major achievements: - Created employee scheduling algorithm (on my own, NP-complete problem). - Recruited a development team of 10 people. - Created the first stable version of the product. - Did more than 15 projects with customers (big retail companies). - Processes are built within the development team and with the project office, including SLA.

HeartFire Media

The company was engaged in the selection of bloggers for advertising (native advertising). My main task was to create a recommendation system based on advertising text and information about the blogger (selection automation). After completing this task, I automated other processes in the company and helped with web development.

Скиллы

Data Science
Django
Django REST Framework
Docker
PostgreSQL
Python
React
Typescript

Опыт работы

Backend developer
с 10.2022 - По настоящий момент |CtrlF5 Agency
Python, Flask, Django, Docker, Postgresql, numpy, pandas, Typescript, Deno, MongoDB, Viem, React.js, FastAPI, SQLAlchemy, Scikit-learn, Scikit-image, Plotly, Github actions, Ansible, k8s
I've been involved in several projects at CtrlF5, mostly as a backend developer. In addition to using my Python tech stack, I haved improved my knowledge of Typescript and DevOps tools. Outside of work I: - Completed React and k8s courses. - Implemented my own project in advertising. - Created my own library based on Django principles for Telegram.
Team Lead
01.2019 - 10.2022 |Mind & Machine
Python, Numpy, Scipy, Pandas, Scikit-learn, Xgboost, Tensorflow, Flask, Django, DRF, Celery, Docker, Postgresql, Power BI, MetaBase, Zabbix, Jenkins, Nginx, Azure
The company's main product is an intelligent staff planning system with queue management based on AI and Big Data. I managed the development team and was a playing coach in machine learning and backend departments. Major achievements: - Created employee scheduling algorithm (on my own, NP-complete problem). - Recruited a development team of 10 people. - Created the first stable version of the product. - Did more than 15 projects with customers (big retail companies). - Processes are built within the development team and with the project office, including SLA.
Machine Learning Engineer
01.2018 - 01.2019 |Mind & Machine
Python, Numpy, Scipy, Pandas, Scikit-learn, Xgboost, Tensorflow, Flask, Django
The company's main product is an intelligent staff planning system with queue management based on AI and Big Data. Major achievements: - Created a time series forecasting model (on my own). - Calibrated the model for the first company clients. - Built pipeline for receiving, storing and proccessing client data.
Machine Learning Engineer
01.2016 - 10.2017 |HeartFire Media
Python, Numpy, Scipy, Pandas, Scikit-learn, Xgboost, Flask, Django, Elasticsearch, Postgresql
The company was engaged in the selection of bloggers for advertising (native advertising). My main task was to create a recommendation system based on advertising text and information about the blogger (selection automation). After completing this task, I automated other processes in the company and helped with web development.
Web developer
04.2015 - 08.2016 |NDA
Python, Pandas, Flask, Django
- Web-development. - Scraper-development. - Data analysis.

Образование

Computational Mathemics and Cybernetics
2017 - 2019
Lomonosov Moscow State University
Computational Mathemics and Cybernetics
2013 - 2017
Lomonosov Moscow State University

Языки

АнглийскийСредний