Andrew R. Garcia — I uncover structural pain points in institutions and build computational solutions that make them clear and workable.
Andrew R. Garcia, Ph.D.I uncover structural pain points in institutions and build computational solutions that make them clear and workable.
From university classrooms to advanced frameworks, I design explainable, usable systems that bridge research and reality.Fast 2-hour sessions or multi-week builds. Direct collaboration, measurable outcomes, better decisions.
How I Work
- 2-Hour Technical Blocks: intense build/debug sessions with measurable output.
- Custom Programs: multi-week or multi-month projects with regular sessions and steady progress.
- Interactive by design: from AI dashboards to 3D presentations in Three.js.
- Build & handover: you keep full ownership with documentation and training for ongoing success.
Services & Solutions
2-Hour Technical Block
Rapid, focused delivery for high-priority technical problems.
Forecasting Diagnostic Sprint
Two-week audit to find lift fast.
Document QA Pilot
A 10-day retrieval-augmented chatbot pilot.
Explainability Upgrade
Turn black boxes into boardroom stories.
Build & Transfer MVP
A focused 4-8 week build, then hand-off.
Code & AI Mentorship
Turn theory into deployment with code that doesn't crumble.
3D Web & AI Applications
Procedural intelligence, rendered in your browser.
Custom Neural Networks & ML Optimization
Hand-built models for problems you can’t Google.
Computer Vision
Image understanding, but make it sentient-adjacent.
Featured Talks & Presentations
Selected conference talks, workshops, and guest lectures on AI, forecasting, and interactive systems.
Recursive Introspection for Forecasting
XLIII Encuentro de Economistas – introducing adaptive variable selection and strategy design.
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