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Hi, I'm Alex Korol

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AI engineer focused on LLM agents, evaluation, and RAG. Hugging Face Agents certified and Azure AI certified. Seattle.

GAIA benchmark agent

Passed the Hugging Face AI Agents course (July 2026) with a deployed multimodal agent that scored 90% (18/20) on the GAIA Level 1 final assignment; the course pass bar is 30%. Hybrid smolagents architecture (CodeAgent with a ToolCallingAgent fallback), web search, revision-aware Wikipedia retrieval via the MediaWiki API, and handling for spreadsheets, PDFs, audio, video, and images. Live on Hugging Face Spaces (certificate).

Tools

  • repo2GPT - turns any repository into an LLM-ready repo map plus consolidated code bundle. CLI, FastAPI service, React dashboard, and an MCP server.

Game UI and generative media

  • WIZARD - interactive game-UI experiments. Flagship: a WebGL2 health/mana orb engine where one fragment shader draws the liquids, built from six AI-generated art plates, shipped as a single self-contained HTML file (live demo linked in the repo).
  • pixel-perfecter - turns diffusion-generated "pixel art" into clean grid-aligned sprites: grid estimation, color-cell reconstruction, PySide6 GUI plus batch CLI.
  • delaford - heavily reworked fork of an open-source multiplayer RPG; hardened WebSocket authorization at the dispatcher boundary with unit tests that expect spoofed player references to be rejected.

Currently building a spaced-repetition learning app (React/TypeScript PWA with a native iOS build in progress).

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