Build log
AI/LLM research tooling and backend systems first, plus the open-source Unreal tooling that grew out of a long-running hobby.
Code lives on github.com/NikitaEdin (academic & AI work) and github.com/Dmgvol (personal & tooling).
Research · Python & LLMs
Three-stage benchmarking framework — LLM-driven code generation, dataset curation and multi-model pattern recognition — evaluating four state-of-the-art LLMs across 1,560 Python snippets and 13 GoF design patterns. Basis for my SSRN publication.
6,240 records · 98.7% accuracy
AI tooling · Python
Research and analysis tooling for AI-powered developer tools — automated evaluation runs, structured result capture and comparison across models.
AI developer-tool research
Open source · Documentation
The most widely used collection of UE4/UE5 modding guides on GitHub, covering packaging, asset patching, mod loaders and reverse-engineering workflows.
574★ on GitHub
C# · Reverse engineering
Randomiser mod for Ghostrunner that reads and rewrites live process memory — pointer chains, pattern scanning and safe runtime patching, with a per-level randomisation engine.
Flagship personal project
C++ · Tooling
Mod loader for Unreal Engine titles, injecting and resolving mods at runtime so multiple community modifications can coexist.
25★ on GitHub
C# · Desktop app
Cross-title save game manager with backup, profile switching and restore, built as a WPF desktop application.
Open source utility
PHP · Laravel
Object-oriented sustainability tracking web application built with Laravel, applying SOLID principles and test-driven development.
HND key project
C# / .NET
Automated trading system with real-time market data processing through the Finnhub API and an event-driven execution loop.
Freelance project