Владислав

Vladyslav Strilets Python Developer

CONTACT Phone: [open contact info](look above in the "contact info" section) Address: Warsaw, Poland
Telegram GitHub: click here
Linkedin
Email: [open contact info](look above in the "contact info" section)

SUMMARY Python Quantitative Developer with 2+ years of production experience in quantitative
research and systematic trading for cryptocurrency markets. Focused on market data
processing, feature engineering, and statistical modeling for spot and futures trading.
Experienced in strategy validation, signal evaluation, and robustness testing, with a strong
focus on optimizing performance-sensitive Python code for research and execution
workflows.

SKILLS EDUCATION

Object-Oriented Programming (OOP): SOLID principles, Design Mate Academy | Feb 2026 –
patterns Jul 2026
Algorithms and Data Structures: Algorithm complexity, Arrays, Python Developer Course
Linked Lists, Stacks, Queues, Hash Maps, Hash Sets
Python: Python 3.10+, Asynchronous Python (asyncio, Zaporizhzhia State Medical
Concurrency, Parallelism) University (ZSMU) | Sep 2013 –
Web Scraping & Data Analysis: Web Scraping (Scrapy, May 2021
Selenium), Data Analysis (Pandas, Matplotlib) Specialist Degree in Medicine /
Web Development Frameworks: Django, Django ORM, Django Clinical Oncology
Rest Framework, FastAPI
Databases: PostgreSQL, SQLite, Redis
Web Technologies: HTML, CSS, JavaScript (Basics)
Version Control & Collaboration: Git/Github
Development Tools: Debugging, Docker
AI/LLM: LLM APIs, RAG, Vector DBs (ChromaDB), AI Agents,
PydanticAI, MCP, Claude Code, Logfire, Mistral AI
English: Upper-Intermediate

PROFESSIONAL Studied at Mate Academy | Feb 2026 – Jul 2026
EXPERIENCE
Python Developer

Stack: Python, Django, FastAPI, SQLAlchemy, PostgreSQL, Docker, REST API
Projects:
Restaurant Kitchen Service — solo project
Clinic Management System — team project
Online Cinema Platform — team project

Python Quantitative Developer | Jan 2026 – Feb 2026

NDA
Provided production-level technical support for live trading operations.
Managed secure rotation, updates, and maintenance of exchange API keys for active trading bots.
Monitored production system logs and proactively resolved minor bugs on the live environment to
minimize financial risks.
Developed and customized Grafana dashboards to track real-time operational metrics and system
performance.
Integrated logging and alerting systems to ensure automated incident notification across the team.

Python Quantitative Developer | Feb 2024 – Nov 2025

Trade Tech
Contributed to the team design and engineering of modular component architecture for internal
software solutions.
Processed, cleaned, and analyzed massive multi-month historical datasets from Binance exchange
using Pandas and NumPy.
Developed local asynchronous Python scripts utilizing asyncio to automate routine data pipelines and
heavy file transformations.
Structured relational database schemas and optimized SQL queries in PostgreSQL for high-volume
logs storage.

Independent Quantitative Trader / Strategy Researcher| Sep 2022 – Jun 2024

Designed and tested systematic trading strategies for crypto spot and futures markets.
Conducted quantitative and fundamental research to generate and validate trading hypotheses.
Built rule-based trading logic with defined risk management and position sizing.
Applied on-chain data and liquidity analysis to adapt strategies to market regimes.
Researched and executed event-driven strategies related to protocol launches and incentive
programs.

Clinical Research Coordinator | Aug 2021 – Aug 2022
Medical Center / Institution

Successfully coordinated all stages of clinical trials, simultaneously managing 3-5 active trials and
maintaining records for 7-10 long-term archive studies.
Managed patient visit logistics and strict timeframes in absolute compliance with international
research protocols.
Maintained and digitized complex medical documentation within international electronic data capture
(EDC) systems, ensuring 100% data integrity.
Acted as a primary point of contact for resolving critical issues, communicating directly in English with
foreign research teams and independent monitors.

Clinical Oncologist | Dec 2020 – Aug 2022
Regional Oncology Center

Successfully coordinated all stages of clinical trials, simultaneously managing 3-5 active trials and
maintaining records for 7-10 long-term archive studies.
Managed patient visit logistics and strict timeframes in absolute compliance with international
research protocols.
Maintained and digitized complex medical documentation within international electronic data capture
(EDC) systems, ensuring 100% data integrity.
Acted as a primary point of contact for resolving critical issues, communicating directly in English with
foreign research teams and independent monitors.

Marketing Team Lead | Sep 2020 – Mar 2022

Medical Center "Oncolife"

Managed marketing processes, designed complex funnels, interactive quizzes, and lead-
generation flows for targeted and context advertising campaigns.
Authored website content and drafted comprehensive technical requirements (ТЗ) for third-party
IT/marketing specialists, fully controlling execution.