I ship AI agents
to production
in 4 weeks.
Fractional CTO with 10+ years at Meta and Ericsson. I help startups go from idea to production-ready AI systems with Fortune 500 engineering rigor and startup speed.
Trusted by teams at
Meta
Ericsson
ResMedWhat I Do
From prototype to production at scale
Most companies building AI agents hit the same wall: months of custom integrations, infrastructure that does not scale, and technical debt that compounds. I fix that.
I specialize in helping startups ship production-ready AI agent systems using the Model Context Protocol (MCP) -- the standardized protocol for connecting AI agents to tools and data. Think of it as USB for AI agents.
After 10 years building large-scale systems at Meta and Ericsson, I bring Fortune 500 engineering rigor with startup speed. At Meta, I built infrastructure automation systems serving millions. At Ericsson, I developed IoT platforms deployed across 15+ operator networks in emerging markets.
Now, as a Fractional CTO, I partner with founders who have been stuck in development, CTOs who need to ship without compromising quality, and product leaders building AI-first companies.
MCP Implementation
Model Context Protocol -- the standardized way to connect AI agents to tools and data. One protocol, infinite connections.
Multi-Agent Orchestration
Systems where multiple AI agents collaborate, research, write, review, and act -- fully automated, production-grade.
Production Infrastructure
From architecture design to deployment pipelines, monitoring, security, and compliance. Built to scale from day one.
Technical Due Diligence
Deep audits of AI architecture, codebase quality, and scalability for founders, investors, and engineering leaders.
Track Record
10+ years building at Fortune 500 scale
From Meta's infrastructure automation to Ericsson's IoT platforms. Every role focused on shipping reliable systems at scale.
Co-Founder
Green-Solution · Self-employed
Serving as Fractional CTO for AI-driven founders. Reduced integration time by 70% through specialized MCP implementations. Co-built MVPs, investor demos, and production features. Led architecture reviews and technical enablement for lean engineering teams.
Senior Cloud Engineer
ResMed · Full-time
Spearheaded infrastructure deployment automation for a Class B medical device. Developed backend systems supporting AI-driven functionalities with high availability. Achieved a 30% reduction in deployment time through cloud solution integration.
Software Engineer (Automation)
Meta · Full-time
Designed and implemented automated testing frameworks for OCP racks validation at scale. Worked closely with hardware and software design teams across complex systems, identifying tools and developing automated solutions for comprehensive system testing.
Automation Engineer
Ericsson · Full-time
Built an end-to-end IoT automation platform deployed to 15+ operator networks across Africa and the Middle East. Automated 87% of manual billing and provisioning processes, achieving 95% reduction in provisioning time and saving clients millions of billing hours annually.
Process
How We Build Together
A proven four-phase framework that takes your idea from a napkin sketch to a production system, de-risking every step of the journey.
Idea to Blueprint
Technical De-Risking
Define the scalable architecture, cloud strategy, and feature prioritization. Prevent months of costly rework before a single line of code is written.
- Technical architecture design
- Cloud strategy roadmap
- Feature prioritization
- Risk assessment & mitigation
Blueprint to Prototype
Tangible Validation
Build a high-fidelity, functional prototype of the core user journey. Validate assumptions and create an investor-ready demo before committing to full development.
- High-fidelity prototype
- Core user journey demo
- AI-driven functionality
- Investor-ready presentation
Prototype to MVP
Productization
Build the full Minimum Viable Product with database, security, auth, and analytics. Production-ready deployment on modern cloud infrastructure from day one.
- Full MVP development
- Database & authentication
- Security implementation
- Production deployment
MVP to Production
Sustainable Scaling
Fractional CTO engagement for technical debt, optimization, and Series A prep. Long-term partnership focused on growth, reliability, and engineering excellence.
- Fractional CTO support
- Technical debt management
- Performance optimization
- Series A preparation
Get in Touch
Ready to Ship AI Agents to Production?
Book a free 30-minute strategy call. We will review your stack, identify quick wins, and map out a concrete shipping timeline.