mayorovyuri.eu - Full-stack Dev, Data Scientist

Avatar Yuri Mayorov
Open To Work

Hey there! I'm a senior full-stack software engineer with more than five years of work experience, focusing on projects with complex distributed architectures that incorporate machine learning and heavy computations, particularly in the Oil and Gas industry. I'm always on the lookout for exciting new projects and opportunities to tackle.

Common Skills

Backend

Node.js, Express, Nest, Electron
.Net Core
Flask, FastAPI
DBs, Kafka, Redis, ES

Frontend

React, Next, Angular
Redux, Zustand, RTK-Q
TypeScript, tRPC
Vanilla JS, jQuery, CSS

Data Science

ML (sklearn, XGBoost)
DL (PyTorch, TF)
OpenCV, LLMs
TIBCO Spotfire, D3.js, Streamlit

Deployment

Docker, k8s, OpenShift
Google Cloud Platform
Gitlab CI/CD
Nginx, UWSGI

Mobile

React Native
Phonegap (Cordova)
Adaptive Design
Mobile UX/UI

Team Management

Trello, YouGile
Impact, Story Mapping
JIRA
Git

Work Experience -

ARAMCO - Artificial Intelligence and Data Analysis Department (AIDA)

FULL-STACK SOFTWARE ENGINEER

November 2020 - Present

Developed a system to predict flow rates using machine learning models. Integrated real-time sensor data to improve the accuracy and reliability of the flow predictions. Collaborated with data scientists and engineers to fine-tune the machine learning algorithms and ensure seamless data integration. Implemented robust data pipelines and ETL processes to handle and preprocess sensor data.
Designed and developed a 1-dimensional flow simulator similar to Schlumberger’s OLGA. Created both a desktop application and a web version to cater to different user needs. Focused on optimizing performance and scalability to handle large-scale simulations efficiently.
Collaborated with DevOps and IT teams in Saudi Arabia to deploy and manage VFM and simulation clusters.

The Exploration and Petroleum Engineering Center - Advanced Research Center (EXPEC ARC)

Dhahran, Saudi Arabia

Saudi Aramco is a state-owned petroleum and natural gas company that is the national oil company of Saudi Arabia. As of 2022, it is the second-largest company in the world by revenue

`FREELANCE TEAM`

FULL-STACK DEVELOPER

September 2019 - October 2020

Developed a platform for computer vision applications for a large network of shopping malls. Enabled data scientists to upload their models and apply them to real-time surveillance camera data. Rendered results on a web dashboard for monitoring and analysis.
Created a search system for technical documentation in pdf format for the electronic design company

Education

École 42 Paris Tech (Computer Science)

42 Paris École, known as 42, is a pioneering higher education institution in Paris, France, offering a unique, tuition-free computer science program. Offering RNCP-certified diplomas (Bachelor - 180 ECTS credits; Master - 120 ECTS credits), 42 utilizes a peer-to-peer learning methodology with no teachers or formal classes, emphasizing project-based learning and real-world problem-solving.

Master Degree RNCP 7 : Expert en Architecture Informatique

Architecture de bases de données et Data (Architecture of Databases) 2022 - 2025

Bachelor Degree RNCP 6 : Développeur de solutions informatiques

Développement d’application web & mobile (Web and mobile application development) 2019 - 2022

Open 24/7, its state-of-the-art facilities foster a collaborative and creative environment where students develop critical skills in software engineering and algorithmic thinking. Renowned globally, 42 prepares graduates to thrive in the fast-evolving tech industry, cultivating independence, teamwork, and innovation.

Recognized globally for its excellence, 42 Paris École is more than just an educational institution; it's a community of passionate, forward-thinking individuals poised to become the next generation of tech leaders.