Position: Senior Machine Learning Engineer
Category: Python
English level: fluent
Years of experience: 9

- 9 years of development: Computer Vision, Machine Learning
- 3 year of leading and managing research and development: average teams and startups
A mobile C2C marketplace 

Computer Vision Team Lead with individual contribution December 2016  - July 2019

Led R&D department, built deliverable team (from 2 to 8 engineers), implemented CV-stack that includes goods classification, tags system, similarity search, instance segmentation, text-detection & OCR, price prediction, and ecosystem around that provides continues models update based on the influx of users data. Such update dramatically reduced the cost of the model's maintenance and time before new release from days to hours. I contributed as a team manager as well as an individual contributor  

Tech-startup with A-round funding, comparable to Snapchat 			                           

Computer Vision Team Lead with individual contribution		                        August 2016 – December 2016

Led R&D team, delivered face-tracking library with accuracy equal to similar apps (MSQRD, Snapchat) at real-time performance on iOS. Implemented face-tracking core and face-alignment model from scratch, ported FT-model from desktop to mobile (iOS), optimized performance (up to 50 fps on iPhone 6s)

Stock photo agency with millions of high-quality stock photos			    	              

Machine Learning Software Engineer						       	       April 2016 – August 2016

Implemented a data clean system (drop duplicates, knn filtering with representation vectors) that led to the reduction of the number of stored images by 12% and increased classification accuracy by 8%. Increased accuracy 4% over the existing classification model (data augmentation, new model architecture Inception-v3) leading to the significantly improved  garment recognition feature	 
Proposed and implemented a POC for garment transferring (GANs, based on the paper) that introduced a new product feature
Looking for a remote job. Machine Learning / Computer Vision /  Deep Learning / Image Processing