Responsibilities:– Developing and improving Supervisely SDK– Integrating SOTAs for object detection, segmentation, and point tracking in a video to Supervisely ecosystem as applications– Lead the development of Supervisely CLI and several applications

Responsibilities:– Lead the DS team – Managing for full ML circle Achievements:– Developed MVP of a digital twin of a person for six months, which consists of 3 modules: • Dialogue module for knowledge summarization about target person from texts and support a question-answer form of communication • Speech synthesis module for the pronouncing text from the dialogue module using the voice of a target person • Visualization module for lip-synching with text and audio from previous modules and one image or video of a target personAs a result, MVP can be used in museums for immersive history studying or as a psychotherapeutic simulator for people who find it challenging to come to terms with the loss of a loved one– Trained speech synthesis model for Russian and English languages

Responsibilities:– Managing for full ML circle Achievements:– Developed a platform for intelligent video data analysis, which provides various analyst scenarios for users.For example: multi-object tracking without using faces or other biometric data, visitors heatmap generation, intruder detection, etc.– Designed and developed a pipeline for models execution – Adapted open-source models for industrial usage– Helped colleagues get certification for DS in C3.ia for a week instead of a month

Responsibilities:– Managing for full ML circle – Developing web-servicesAchievements: – Developed an ML model for bank clients' churn prediction, which reduced the churn rate by about 15%– Developed NLP model for sentiment analysis with 88% accuracy for product reviews from the marketplace– Designed and developed a service for managing and visualizing big data (de/commissioning data of nuclear power plants, capital and operating costs with their subsequent optimization)– Developed a service for bank credit scoring and a prototype of a geo-analytical platform