Cofounder @ Sprint19 | CMP Architecture Evangelist | Contexis Main Contributor

Building reproducible AI applications and shipping MVPs for startups worldwide. From Ruby on Rails to AI frameworks, I help founders turn ideas into production systems that scale.

Sprint19: MVP design and development agency for early-stage startups (pre-seed to Series A)

• Ruby on Rails, React, AWS, Flutter delivering investor-ready products fast
• Operating globally from the Philippines with startup-first processes
• MVP to MLP evolution: from functional to lovable products

CMP Architecture: Evangelizing Context-Memory-Prompt patterns for reproducible AI applications

• Version-locked components for auditability and drift detection
• Generator-driven development with Rails-like scaffolding

Contexis Framework: Leading development of CLI-first AI framework with sensible defaults

• Multi-language core (Go orchestration, Python plugins, Rust kernels)
• Confidence-gating between local OSS and API models

• Backend: Ruby on Rails (15+ years), AWS architecture, serverless deployments
• AI/ML: Go orchestration, Python integrations, Rust performance kernels
• Infrastructure: Cost-optimized AWS (EC2, S3+CDN, RDS), scaling strategies

• Startup velocity without technical debt
• Version-locked, auditable AI systems
• Budget-sensitive architecture that scales
• Generator-driven development workflows
• Empowering non-technical founders with clear tech decisions

• MVP delivery for venture-backed founders
• Confidence-gating between local/API AI models
• Fractional CTO advisory for early-stage startups

Built and scaled core systems for major SaaS and logistics startups (including unicorns) from MVP to production. Advised and led development teams for high-growth companies post-funding across fintech, logistics, SaaS, and consumer apps.

Always happy to connect with fellow builders and innovators. Let's create something amazing together.

Get in touch: [email protected] | LinkedIn | Twitter