Дмитро

S O F T WA R E E N G I N E E R

Dmytro Kuzmenkov
SUMMARY
Software engineer and final-year Master's student in Software Engineering at Kyiv
Polytechnic Institute. Independently designed and built EXEC_MAGICA — a collectible card
game with an open-source C# engine and AI agents — along with a full backend and web
client for it on ASP.NET Core, now running in production. Strong computer-science
fundamentals, comfortable across several languages and stacks, and quick to learn new
technologies.
FEATURED PROJECTS

EXEC_MAGICA GitHub Play Docs
Master's dissertation · 2025–2027
CONTACT Turn-based collectible card game and its open-source, headless C# engine — a reproducible
framework for benchmarking AI agents under hidden information. Pluggable agents (heuristics,
[открыть контакты](см. выше в блоке «контактная информация»)
Information-Set MCTS, neural networks) and an AlphaZero-style self-play loop that raised agent
[открыть контакты](см. выше в блоке «контактная информация») strength Elo 794 → 877 over four generations, overtaking classical baselines.
github.com/kuzmenkoff C# Unity .NET Python PyTorch ISMCTS Neural Networks
Kyiv · open to remote
EXEC_MAGICA API GitHub Live Docs
SKILLS
Full-stack web application · 2026
Language-agnostic — comfortable picking
up new stacks; concepts over syntax. Production-deployed ASP.NET Core backend and Blazor WebAssembly client for the card game
— role-based JWT auth, a PostgreSQL card catalog with server-side filtering, per-user deck
CORE
building, and server-side SVG card rendering. Clean layered architecture, EF Core migrations,
C# .NET Python Unity xUnit tests and GitHub Actions CI; containerized with Docker and deployed to a Linux VPS.
Machine Learning C# ASP.NET Core EF Core PostgreSQL Blazor JWT Docker
BACKEND / WEB
EXPERIENCE
ASP.NET Core EF Core Blazor
Translator & IT / Infrastructure Support 2021 – present
REST APIs JWT / Auth Status Ko · freelance, part-time
FAMILIAR Design, deploy and maintain a self-hosted omnichannel support platform to
C++ Java production on a hardened Linux VPS — unifying client channels into one shared team
inbox.
JavaScript / TypeScript
Translate and typeset documents on a per-order basis, delivering clean, print-ready
HTML / CSS Git Docker layouts for clients.
Linux SQL PyTorch
EDUCATION
NumPy / Pandas
M.Sc. in Software Engineering 2025 – 2027 (expected)
DATABASES National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute»
PostgreSQL MySQL SQLite
B.Sc. in Software Engineering 2021 – 2025
MongoDB National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute»
CONCEPTS
OOP SOLID Clean Architecture

Algorithms & Data Structures CI/CD

LANGUAGES

Ukrainian Native

Russian Fluent

English B2

German A1 · learning