Resume
Vsevolod Prudius
Location: Amsterdam, The Netherlands
Email: sevapru.work@gmail.com
Phone: +31 6 27866359
LinkedIn: linkedin.com/in/sevapru
Professional Summary
- AI and FinTech professional with 5+ years of technical leadership and digital systems expertise
- Experienced in designing ML pipelines, cloud infrastructure, and data-driven product development with GDPR/HIPAA compliance and cross-functional team leadership
Professional Experience
Technical Lead – Data Science Engineer
Machine Learning Programs (OpenGI) | Netherlands/UK | 07/2023 - 07/2025
- Led general insurance and financial markets analysis using machine learning algorithms from data perspective
- Managed exploratory data processing, infrastructure operations, and maintenance
- Ensured data governance compliance (GDPR)
- Supervised intern groups and new team members introduction
Backend Engineer
MiraLabs | Remote | 01/2023 - 06/2023
- Developed trading products for crypto platforms, including market making and trading flow solutions
- Implemented strategy management solutions for automated trading systems
- Conducted operations monitoring and performance analysis
Robotics Engineer
ITMO Lab | Russia | 09/2021 - 07/2023
- Performed tabular and matrix data analysis in real-time systems
- Developed simulation models for ADAS (Advanced Driver Assistance Systems)
- Implemented calibration and perception algorithms for LIDAR and camera sensors
Computer Vision Researcher
TWS Automation srl | Italy | 03/2022 - 12/2022 (contract)
- Data processing for industrial automation solutions
- Implemented industrial automation solutions using image processing technologies
- Optimized CNC machines, pick-place robots, ovens, and screen printers
- Developed computer vision algorithms for quality control systems
Business Logic Developer
Hedera | Russia | 01/2021 - 05/2021
- Optimized business and data processes for improved efficiency
- Designed and implemented automated workflow solutions
- Reduced processing time by 30% through algorithm optimization
Database Developer
IV-PARNAS (CenTruck) | Russia | 05/2019 - 09/2020
- Executed data mining, cleaning, and market analysis projects
- Developed SQL queries and stored procedures for data extraction
- Created automated reports for business intelligence dashboards
Education
Master of Science (MSc) in Robotics and Artificial Intelligence
ITMO University | Saint Petersburg, Russia | 09/2021 - 06/2023
Specialization: Intellectual Robotics
GPA: 8.7/10
Bachelor of Science (BSc) in System Analysis and Management
Peter the Great St. Petersburg Polytechnic University | Saint Petersburg, Russia | 09/2017 - 06/2021
Focus: System Analysis and Management in Economic, Social and Technical Systems
GPA: 8.3/10
Technical Skills
Programming Languages
Python C++ SQL R Solidity
Machine Learning Frameworks
PyTorch TensorFlow OpenCV
Tools & Technologies
Linux Git Docker AWS Jupyter Emacs PostgreSQL (+ 10th of other SQL/NoSQL) Grafana Loki Promtail OpenTelemetry
Development Methodologies
Agile Scrum SAFe (Scaled Agile Framework)
Workflow & Automation
GitLab CI/CD DevOps MLOps DataOps
Process Management
Custom Methodology Development Business Process Modeling (BPMN) UML Test-Driven Development (TDD) Behavior-Driven Development (BDD)
Languages
- Russian - Native
- English - Fluent
- Dutch - Professional
- Polish - Conversational
Last updated: July 2025