I am a postgraduate professional marine geophysicist. I have been successfully applying my computer science skills in geophysical data analysis for several years. As a data scientist within geophysical applications I designed and implemented software for digital signal processing and data analysis, created features, trained predictive models for addressing issues of Vision Recognition and guided my teammates.I like travelling in different wild and spectacular places, and I never mind of taking a good hike.I like doing sports, but I like to go to cozy parties to play borad games. :)Skills: - Basic understanding of web security, main network protocols, cryptography and authentication/authorization mechanisms and etc. - Basic understanding and practical experience of AWS cloud services (Lambda, S3, IAM, API Gateway, ECR, ECS Fargate, VPC, ALB) - Python (PyTorch, Numpy, Matplotlib, Scipy, Django, e.g.), C++, Qt, MATLAB - Linux, Docker, Git, GitHub Actions, Terraform, Miro, OWASP ZAP - AI, Classic and Deep Machine Learning (KNN, K-Means, Fully Connected NN, CNN, RNN)Achievements:- Successfully finished a project for implementing seismic inversion algorithms. Led a team of 5 geophysicist-programmers. My main responsibilities included designing the application architecture, contributing code to the core components of the project, setting up the development process, distributing tasks within the team, and guiding my teammates.- Successfully finished a project for mapping of geophysical data. Led a team of 5 software engineers and geophysicists while working on a web service for mapping geophysical data. My key tasks were defining the application business logic and organising the development process. - Successfully finished a project for discontinuous faults detection. Led a team of 5 data scientists and geophysicists when we worked on a model for automatic detection of discontinuous faults on seismic images. I organised the work process, guided less experienced teammates in geophysics, defined the presentation of data (samples and labels), established the process of preparing data for machine learning, presented the results of the project at conferences.- Designed and implemented a software framework for collaborative development with junior geophysicist-programmers using Python.- Developed multiple modules for RadExPro Software for digital signal processing (spectral analysis and filtering, deconvolution, data converters, and etc.) using C++ and Qt.
-
Full Stack DeveloperПредприниматель Mar 2023 - May 2023(my pet project)Created an one-page Web Application using CI/CD methodology (Terraform & GitHub Actions):- serverless, using AWS Lambda (Python) and S3;- onpremises, using Django, Gunicorn, Postgres SQL, Docker;- in cloud, using Flask, AWS ECS, S3, VPC and ALB, Docker.
-
Data Scientist/Product ManagerDeco Geophysical Co. Limited Nov 2019 - Nov 2022Moscow, Moscow City, Russia- Collecting and quality control of geophysical data within Marine Surveys;- Geophysical data processing and analysis;- Team Leadership and project management within projects of software development;- Software development, feature engineering and designing on project of automatic seismic data interpretation using classical machine learning algorithms;- Leading and facilitation on project of automatic semantic segmentation of seismic images using CNN and Deep Learning algorithms from framework PyTorch;- Software development and designing on project of seismic inversion using algorithms of mathematical optimization from SciPy library;- Product management within creating a Web-application for mapping geophysical data;- Software development and designing in C++, Qt, for digital signal processing using Intel Math Kernel Library;- Testing and technical writing;- Attending geophysical conferences as a speaker and grants reporting; -
Data ScientistDeco Geophysical Co. Limited Nov 2017 - Nov 2019- Collecting and quality control of geophysical data within Marine Surveys;- Geophysical data processing and analysis;- Software development for autimatic landscape mapping using Classical Machine Learning;- Feature engineering;- Software development and designing in C++, Qt, for digital signal processing using Intel Math Kernel Library;- Software development for leg penetration analysis for jackup rigs;- Software development for serialization & deserialization;- Guiding teammates in geophysics and software development;- Project reporting.
-
Junior Data ScientistDeco Geophysical Co. Limited Sep 2016 - Nov 2017- Collecting and quality control of geophysical data within Marine Surveys;- Geophysical data processing and analysis;- Data vizualization;- Software development for autimatic landscape mapping using Classical Machine Learning;- Feature engineering;- Project reporting.
-
Junior GeophysicistDeco Geophysical Co. Limited May 2016 - Sep 2016Moscow, Moscow City, Russia- Collecting and quality control of geophysical data within Marine Surveys;- Geophysical data processing and analysis;- Project reporting.
-
Lead GeophysicistNorth Pole Marine Expedition Aug 2020 - Oct 2020- Defining pipeline of processing sub-bottom profiler (SBP) data;- Processing SBP data;- Guiding teammates in SBP data processing;- Software development for SBP data processing and visualization;- Project reporting.
-
Assistant LecturerInternational University Of Nature, Society And Man "Dubna" Jan 2020 - May 2020Dubna, Moscow, RussiaTeaching tensor analysis.
Vladimir Galaev Education Details
-
Institute Of Physics Of The Earth, Russian Academy Of SciencesEarth Sciences -
Geological Exploration Technology
Frequently Asked Questions about Vladimir Galaev
What is Vladimir Galaev's role at the current company?
Vladimir Galaev's current role is Data Scientist.
What schools did Vladimir Galaev attend?
Vladimir Galaev attended Institute Of Physics Of The Earth, Russian Academy Of Sciences, Международный Университет Природы, Общества И Человека «дубна».
Not the Vladimir Galaev you were looking for?
-
-
Vladimir A. Galaev
Israel -
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial