Vladimir Galaev

Vladimir Galaev Email and Phone Number

Data Scientist
Vladimir Galaev's Location
Tbilisi, Georgia, Georgia
About Vladimir Galaev

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.

Vladimir Galaev's Current Company Details

Data Scientist
Vladimir Galaev Work Experience Details
  • Предприниматель
    Full Stack Developer
    Предприниматель 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.
  • Deco Geophysical Co. Limited
    Data Scientist/Product Manager
    Deco Geophysical Co. Limited Nov 2019 - Nov 2022
    Moscow, 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;
  • Deco Geophysical Co. Limited
    Data Scientist
    Deco 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.
  • Deco Geophysical Co. Limited
    Junior Data Scientist
    Deco 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.
  • Deco Geophysical Co. Limited
    Junior Geophysicist
    Deco Geophysical Co. Limited May 2016 - Sep 2016
    Moscow, Moscow City, Russia
    - Collecting and quality control of geophysical data within Marine Surveys;- Geophysical data processing and analysis;- Project reporting.
  • North Pole Marine Expedition
    Lead Geophysicist
    North 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.
  • International University Of Nature, Society And Man
    Assistant Lecturer
    International University Of Nature, Society And Man "Dubna" Jan 2020 - May 2020
    Dubna, Moscow, Russia
    Teaching tensor analysis.

Vladimir Galaev Education Details

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».

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