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 talks
Upcoming
O’Reilly Software
Architecture 2019
O’Reilly Strata 2019
AI With the Best 2018
O’Reilly OSCON 2018
Developer Week 2018
Scale By The Bay 2017
State Of The Map US 2017
SPIE Electronic Imaging 2014
My courses and books
Packt
O’Reilly Safari
Udemy
Packt
O’Reilly Safari
Amazon
Google
Books
Apple
Books
eBay
Barnes and
Noble
Kobo
My projects
Machine learning engineer
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. Experience 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