Machine Learning projects. See detailed description in Projects section.• Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis• Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks• Flavours of Physics: Finding τ → μμμ. 5 place of 673 teams. Presentation for CERN workshop "Flavours of Physics Challenge: Physics Prize Transfer Learning approach" http://www.slideshare.net/AlexanderRakhlin/flavours-of-physics-challenge-transfer-learning-approach• Ultrasound Nerve Segmentation. 41 place of 923 competitors (top 5%). Identify nerve structures in ultrasound images of the neck.• Yelp Restaurant Photo Classification. 22 place of 355 competitors (top 10%). Build a model that automatically tags restaurants with multiple labels using a dataset of user-submitted photos.• Sea Lion Population Count. 25 place of 385 teams (top 7%) The sponsor: NOAA Fisheries.• Diabetic Retinopathy Detection. 131 place of 661 teams (top 25%)• Facebook V: Predicting Check Ins. 38th place of 1212 teams (top 10%). Predict which place a person would like to check in to.• Rental Listing Inquiries. 73rd of 2488 teams (top 3%). Predict the number of inquiries a new rental listing receives.• Telstra Network Disruptions. 81 place of 974 teams (top 10%)• Otto Group Product Classification. 218 place of 3514 teams (top 10%).• Rossmann Store Sales prediction (275/3303, top 10%) • Automated plankton image identification, The Allen Institute for Artificial Intelligence science challenge, American Epilepsy Society Seizure Prediction, NIH Seizure Prediction, Grasp-and-Lift EEG Detection, DecMeg2014 - Decoding the Human Brain, NIPS 2017: Adversarial Attacks/Defenses, Text NormalizationAlgo trading:• Research and development of market models and algorithms for the derivative market on Moscow Exchange. Architected, implemented, from the ground up, and put into successful work an automated system for trading futures and options on equities index.

- Brokerage services for the Bank clients on US equities and commodities exchanges- Investment strategies for institutional clients: development and implementation- Accounting and trade execution automation- Compliance consulting- Programming languages used: C++/VB