You can get a pdf file with my CV here

MTS AI

ML Engineer / TechLead at MTS AI

Medical chat-bot project

  • improved data collection approaches for labeling using active learning, Snorkel, and pseudo-labeling;
  • developed an approach to check the quality of text labeling, which improved the speed of analysis and helped to find errors in labels;
  • trained ML models for text classification and NER;
  • experimented with various approaches to improving model quality, including text augmentations, modifications to model architectures, different loss functions;
  • developed a training pipeline based on PyTorch-Lightning and Hydra;
  • introduced principles of writing good code including texts, style checking, autoformatting;
  • mentored colleagues;
  • organized weekly meetups to share expertise;

Video enhancement project

  • Used video super-resolution approaches to improve video quality;

Leading CV R&D team

  • managing research;
  • researching self-supervision approaches for training GANs;
  • experiments with hardware (jetson, kneron);

Nov 14, 2019
Tele2

Senior DS for BigData Research, Tele2

BigData projects

  • Implemented churn prediction, fraud detection, and look-alike models;
  • Developed and implemented an algorithm predicting the actual value of all client devices;
  • Took part in the organization of two hackathons;
  • Completed several geo-analytics projects;
  • Worked on projects improving quality of customers’ service by call-center;
  • Developed a prototype of human detection on video and predicting age/gender;

May 7, 2018
Maxima Telecom

Data Scientist, Maxima Telecom

  • Developed algorithm for predicting home and work station for users based on the logs of their activity;
  • Developed algorithm for predicting user interests based on the visited sites;
Nov 20, 2017
Frumatic

Data Scientist, Frumatic

Developed recommendation system using NLP

Sep 06, 2017
OTP Bank

Data Scientist, OTP Bank

Developed the full scope of data science pipeline and finalized a project for predicting a probability of customer’s positive answer to bank’s cross-sell offer. The model was approved to be implemented in production.

Apr 17, 2017
Location

Erp-consultant in various companies

  • Worked in three consulting companies working in ERP-system implementation and support;
  • Successfully led a project on building a web analytical reporting system from the design stage until its delivery to the client;
  • Formalized project concept and technical documentation for a budgeting system;
  • Curated the development accounting, logistics, and contract managing modules;

Jul 02, 2012