Work

• Causaly: Currently, I am working at Causaly as a Staff ML Engineer. I am responsible for developing and maintaining range of ML and AI solutions aimed to enhance biomedical literature search and analysis capabilities across the Causaly platform.
• Meta: I was a Senior ML Engineer at Meta (formerly Facebook). I worked on a couple of teams: (1) Language Understanding for Relevance team - where I developed a short-form video genre prediction model, worked on large language models for entity linking / extraction. (2) Abusive Accounts Detection team - where I build a framework for models online training and automatic deployment, and other ML-related needs for fake accounts detection. Was responsible for team's ML direction, and acted as org ML infra POC.
• Yandex: Worked on app recommendation algorithms and backend for Yandex.Launcher. Also, in some spare time I've participated in open-source release of Catboost: Yandex gradient boosting library.
• Segmento: Worked on click prediction models for online advertising, and various evaluation approaches for these models.
• Aintsys: R&D for neural networks approaches for finance time series prediction and trading strategies
• EFA Medica: Worked on firmware for various electrosurgical devices. Developed a universal TFT screen module, that replaced specialised LED digital indication and control modules for all of the company's new generation of devices.