
Building computational solutions to make complex systems understandable.
I uncover structural pain points in institutions and craft computational solutions that transform complexity into clarity—bridging research and reality through code.
Research-focused systems design • Interactive visualization • 2-hour intensives & multi-week builds
My background spans computational systems, structural design, and institutional problem-solving. I’ve worked with university classrooms and advanced frameworks to design explainable systems that make complexity workable.
“Uncover structural pain points in institutions and build computational solutions that make them clear and workable.”
Fast 2-hour sessions or multi-week builds—always with direct collaboration, measurable outcomes, and better decisions as the result.
Full-stack ecommerce with Next.js + Supabase: catalog, inventory, checkout, and admin tools. Payment integrations like Stripe/PayPal/MercadoPago (optional).
Identify pain points in your systems and create clear, implementable solutions.
From AI tools to 3D presentations in Three.js - bring complexity to life.
Design frameworks for universities and research organizations.
Private, offline LLM setups with guided installation and practical workflow training.
Build software through explicit system snapshots rather than opaque editor plugins. AI-assisted changes are explainable, reviewable, and reproducible.
2-hour intensive sessions for debugging, architecture, or rapid prototyping.
Ensure your team understands and can maintain the solution.
Real-time development & rapid engineering
High-intensity engineering sessions where I build actual software with you: AI systems, custom apps, 3D experiences, simulations, data tools, or marketplaces. Every session ends with something real.
Multi-week collaborative builds
Longer-term partnerships for companies, institutions, startups, or individual creators who need a custom system built from the ground up. Together, we architect, prototype, and deploy real tools — from data systems and research engines to interactive platforms and visualization dashboards.
Research-grounded implementations that bridge academic concepts and real-world systems.
Documentation, diagrams, and explanations so your team understands every decision.
Every engagement has clear deliverables and metrics for success.
Whether you need an intensive 2-hour session or a multi-week partnership, let's uncover your structural challenges and build solutions.