Aleksandr Vagin

Machine Learning Engineer at FeedbackHero
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Location
Tbilisi, Georgia, GE
Languages
  • Английский -

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Experience

    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Mar 2022 - Present

      IT service based on a neural network to automate responses to customer feedback. The automatic responses are personalized and sound like they are coming from a human. Our specialized neural network speeds up your responses by 6 times, works with any web resource using our browser plugin. IT service based on a neural network to automate responses to customer feedback. The automatic responses are personalized and sound like they are coming from a human. Our specialized neural network speeds up your responses by 6 times, works with any web resource using our browser plugin.

    • United States
    • Real Estate
    • Co-Founder
      • Mar 2022 - May 2023

      Our company deeply analyzes the market, identifies market needs, develops products that solve market needs, produces them by outsourcing and sells them on the world's largest e-commerce platforms. Achievements: - Created and implemented a business model; - Grew the revenue from 0 up to 1.500.000$; - Grew the team from 2 to 14 employees; - Attracted more than $250,000 as investments; - Created from scratch marketing, sales, analytics departments; - Developed and implemented more than 50 business processes; - Hired more the 20 specialists including 2 top managers; - Created 3 product niches in the biggest e-commerce marketplace in the country; - Entered the top 1% of the largest sellers in the biggest e-commerce marketplace in the country; - Сonducted 4 public training sessions in entrepreneurial clubs; Show less

    • Netherlands
    • Real Estate
    • Business Owner
      • Jul 2020 - May 2023

      We are selling products on marketplaces Ozon, Wildberries, KazanExpress, Aliexpress. Our products are microscopes, kids toys, and party accessories. Resim has more than 220 000 happy customers in 5 countries. The company has grown 5 times in the last year and continues grows income per month by 20%. Responsibilities: - Strategic planning; - Investments attraction; - Hiring; - Financial management; - Marketing; - Managment; - Automations; - Sales; - Accounting; - Analytics; - Logistincs; Show less

    • Finland
    • E-Learning Providers
    • 1 - 100 Employee
    • Senior Programmer Team Lead
      • Dec 2014 - Jun 2021

      Achievements; - Designed and developed backend, frontend, and infrastructure of Hexlet.io; - Designed and developed a real-time online code editor in the browser; - Designed and developed scalable backend for thousands simultaneously sandboxes of user’s online practice; - Build infrastructure for executing user's code with any complexity in Ruby, PHP, JS, and Java with full access to Unix-based system from code. - Made more than 10.000 commits to Hexlet.io main repository and more than 1.000 commits to side projects; - Trained and deployed ML model for classification ordinary and fraud users' launched exercise; - Developed and implemented the Kubeflow pipeline process for ML models' data processing, training, inference testing and checkpoint uploading; - Developed a ML service for revenue prediction. Trained gradient boosting models (LightGBM, CatBoost); - Designed and deployed a search NLP auto-complete system that suggests courses, exercises, blog posts. Increased conversion to cart by 5%; - Made a lot of succeded business decisions; - Discovered bag in Docker core written in an unfamiliar language; - Built team with five full stack developers; - Made 5 business pivots; Responsibilities: - Business planning and estimating costs; - Resolving business problems; - Creating a development team; - Hiring/interviewing software developers; - Managing remote team; - Code reviewing and mentoring; - Developing back-end and front-end project parts; - Searching, optimizing, and resolving bottlenecks in code perfomance; - Load testing; - Supporting infrastructure; - Developing functional and integration tests; - Refactoring legacy code. Technologies: Ruby, RubyOnRails, Python, JavaScript, React, Elixir, Go, PostgreSQL, Redis, Sidekiq, Docker, Kubernetes, Consul, Puma, Nginx, Ansible, WebSockets, Vagrant. Show less

    • Russian Federation
    • Information Technology & Services
    • 1 - 100 Employee
    • Web Developer
      • Dec 2012 - Jan 2015

      Responsibilities: - Identifying requirements from project managers and product owners; - Designing projects architecture and back-end parts; - Developing backend; - Developing Frontend; - Developing functional and integration tests; - Refactoring legacy code; - Deploying project releases. - Code reviewing; - Interviewing software developers; Responsibilities: - Identifying requirements from project managers and product owners; - Designing projects architecture and back-end parts; - Developing backend; - Developing Frontend; - Developing functional and integration tests; - Refactoring legacy code; - Deploying project releases. - Code reviewing; - Interviewing software developers;

Education

  • Ulyanovsk State Technical University
    software engineer, Computers, systems, complexes and networks
    2009 - 2014

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