Experience

Cherry Labs

• United States
• IT Services and IT Consulting
• 1 - 100 Employee

• Machine Learning Research Engineer

  • Sep 2017 - Present

  Prototyping, developing, deploying and testing computer vision systems to analyze video streams at industrial facilities, medical and senior care institutions. Object detection, multi-person pose estimation, anomaly detection, action recognitionBuilding reproducible and automated ML pipelines Prototyping, developing, deploying and testing computer vision systems to analyze video streams at industrial facilities, medical and senior care institutions. Object detection, multi-person pose estimation, anomaly detection, action recognitionBuilding reproducible and automated ML pipelines



Upwork

• United States
• Software Development
• 700 & Above Employee

• ML Researcher

  • Aug 2017 - Oct 2017

  Accelerating RNNs for NLP tasks (question answering) Accelerating RNNs for NLP tasks (question answering)



AIAR Labs Inc.

• IT Services and IT Consulting
• 1 - 100 Employee

• ML Researcher

  • Jun 2017 - Sep 2017

  Acceleration and compression of GANs for image-to-image translation and super resolution, to enable their usage on edge devices. Distillation, pruning, architectural tweaks Acceleration and compression of GANs for image-to-image translation and super resolution, to enable their usage on edge devices. Distillation, pruning, architectural tweaks



Machine Learning Works

• Software Engineer

  • Jan 2017 - Jun 2017

  - Webpage summarization algorithms for a web search engine- A model for discovering duplicate video memes - Webpage summarization algorithms for a web search engine- A model for discovering duplicate video memes



RAMBLER&Co

• Russian Federation
• Online Audio and Video Media
• 1 - 100 Employee

• ML Engineer

  • Apr 2016 - May 2017

  - Spam and prohibited content detection on car images for an internal classified ad aggregator- Spatial localization for outdoor photos for Strelka institute for urban design- Developing and maintaining CTR predictor for an internal real-time bidding platform - Spam and prohibited content detection on car images for an internal classified ad aggregator- Spatial localization for outdoor photos for Strelka institute for urban design- Developing and maintaining CTR predictor for an internal real-time bidding platform



DCA (Data-Centric Alliance)

• Russian Federation
• IT Services and IT Consulting
• 1 - 100 Employee

• Data Scientist

  • May 2014 - Apr 2016

  - Building and iteratively improving CTR predictor for the RTB platform; feature engineering, A/B tests- R&D of algorithms for community detection on graphs, then building user segmentation system on top of it- Developing a product recommender system- ETL and big data analytics with Hadoop and Apache Spark - Building and iteratively improving CTR predictor for the RTB platform; feature engineering, A/B tests- R&D of algorithms for community detection on graphs, then building user segmentation system on top of it- Developing a product recommender system- ETL and big data analytics with Hadoop and Apache Spark



Renaissance Insurance

• Russian Federation
• Insurance
• 200 - 300 Employee

• Business Analyst

  • Apr 2013 - Apr 2014