Portfolio first · systems always

Data scientist and AI engineer building practical models, tools, and interactive systems.

I turn messy data into decisions, build ML workflows that can be explained, and use game/system projects to keep the engineering muscle sharp.

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The portfolio is the hiring surface. The game lab is the systems-thinking proof: C#, procedural terrain, visual polish, and iteration discipline.