You can get a pdf file with my CV here
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);
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;
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;
Data Scientist, Frumatic
Developed recommendation system using NLP
Sep 06, 2017
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;