Founding ML Engineer at a stealth restaurant tech startup in Seattle. I design and ship production AI systems — RAG pipelines, LLM integrations, backend APIs, and system architecture.
| AI & Agents |
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| Backend & APIs |
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| Data & Infra |
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| Product |
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Two-stage, leakage-aware ML framework for early academic risk detection. Regression and classification pipelines with SHAP-based explainability across the full student lifecycle. 
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Bias detection in student grading using SHAP analysis. Surfaces systemic patterns in academic assessment that aggregate grades obscure.
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Built with intent.