Data science
I have experience of building and deploying models on imagery data:
- cloud detection on satellite imagery
- crop detection using time series of imagery
- field boundary detection using satellite imagery
My projects
MapsActually
Building detection algorithm that won in NGA competition
Lambda packages
Packaged environments for AWS lambda enable to use various python libraries
StudyCam
Computer vision app enables effortless online communication
EasyWallet
Fintech app shows the best debet card based on person't habits, location and salary.
Amazon skills
Several dynamic alexa skills which envolve scraping data from online sources
Online calculator
On the fly online calculator enables to export and import calculation logs
My talks
SPIE Electronic Imaging 2014
State Of The Map US 2017
Scale By The Bay 2017
Developer Week 2018
Upcoming:
O’Reilly OSCON 2018
Data scientist, data engineer, co-founder
Ideas-driven researcher and developer of computer vision systems with a focus on remote sensing and satellite imagery. Independently and as a part of a team completed commercial and Open Source projects in data analysis including spectral analysis, shape vision, time series analysis with deterministic, ML and AI methods. Have a combination of solid technical background (MIPT with 5.0 GPA) and variety of communication and marketing skills. Have experience in bringing several projects from technological idea to the market.
Here is a list of my skills
Cloud computing
Have large experience in dealing with AWS. Exaperience includes:
- deployed tensorflow projects on AWS Lambda
- deployed processing pipelines using AWS Lambda, SQS, Step Functions
- built custom model training on AWS Batch, Fargate and Sagemaker
Satellite imagery
I have built and deployed a number of projects in remote sensing field:
- data models on top of satellite imagery
- processing pipelines in cloud
- aligning different satellite imagery sources to one position
Web Development
Created several visual demos based on geospatial data:
- built several geospatial demos using mapbox library
- used react framework to build demo dashboard
- created several good looking websites using wordpress (ryfeus.io included 🙂 )
Startup experience
I’ve cofounded two startups, went through accelerator with one of them.
- studycam – accelerating online education using laptop’s webcamera
- easywallet – create custom budget by analising SMS messages from banks
Physics background
Have solid fundamentals in physics and signal processing. Top ten in Russian National Physics Olympiad for pupils three years in a row