Roman A Sukhanov | skhnv.com
Data Scientist in Oil and Gas
- In passion with:
- Tensorflow / Keras
- GPU computing
- Computer vision
- Mac/Linux user
- Interesting in:
- Java / Scala / Haskell
- Time series analysis
- Web development
- Film photography
Program manager09.2021 - today
Managing digital program with AI projects (4 significant projects).
R&D for implementing AI in geological projects.
Senior Data Scientist07.2019 - 09.2020
1. Inpainting (and extreme inpainting) method for restoring corrupted seismic data using deep convolutional neural network.
2. Interwell properties prediction based on 3D seismic data.
Developed user interfaces (GUI) for python scripts. I used PyQt5 for this.
Developed the hackathon platform with multiple submitting and a dynamic leaderboard. It was been written on Flask, been used SQLite.
Tech support Linux servers (CentOS, Ubuntu) with GPU.
Senior Data Analyst04.2018 - 07.2019
Seismic data analysis using Python (building FFNN, DCNN, AE using Tensorflow, Keras. Random decision
forest, k-means using SKLearn).
Software development via Java and Scala (desktop and web apps using play framework).
Middle Data Analyst12.2015 - 04.2019
Seismic data analysis using Python for estimation sweet spots for drilling.
Junior Data Analyst10.2014 - 11.2015
Geophysics data analysis. Developed software for depth prediction of magnetic sources (Java).
Seismic, Magnetic and Gravity interpretation.
Junior Data Analyst07.2012 - 09.2014
Developed viewer for SGY files on Java (desktop and web apps).