You can get a pdf file with my CV here


Senior Data Scientist at Careem

Anti-fraud projects

  • Worked on pre-autorization project end-to-end;

May 9, 2022

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

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

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

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