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All GitHub content by InfsBlue uses GitHub Copilot for code generation and Gemini Notebooks for research, unless explicitly noted otherwise within specific project documentation.
Large language models deliver meaningful business value when built on resilient data engineering and reliable, deterministic architecture—ensuring confidence and trust at scale.
A local-first engine PoC that converts natural-language questions into read-only PostgreSQL queries using CodeGemma.
A local decision engine PoC that provides fast, structured classifications and confidence scores using Gemma.
Visit the InfsBlue Research Wiki for articles, experiments, and engineering notes across machine learning, data engineering, and software engineering.
Explores how the human System 1 / System 2 distinction informs modern AI architectures, contrasting specialized fast decision models with constrained generative models. It also examines using CodeGemma for both code generation and automated evaluation, with confidence gating and deterministic safeguards.