Ship Your AI Product in 4 Weeks, Not 6 Months
Co-founder & Former Meta/Ericsson engineer helping non-technical founders build production-ready AI products. From architecture to deployment, without the $200K+ full-time hire.
How I Help Seed-Stage Founders
End-to-end technical leadership, without the overhead
Design scalable AI systems from day one. Avoid costly rewrites by getting the foundation right.
What's Included:
- System design documents
- Tech stack recommendations
- API design
- Infrastructure planning
From LLM integration to custom ML models. I handle the complexity so you can focus on product-market fit.
What's Included:
- Model selection & fine-tuning
- Deployment pipelines
- RAG systems
- Vector databases
Build your eng team the right way. I help hire, onboard, and mentor engineers so you scale sustainably.
What's Included:
- Job descriptions
- Technical interviews
- Engineering culture
- Team onboarding
Prepare for technical due diligence. I create documentation and demos that make VCs confident in your tech.
What's Included:
- Tech stack audits
- Security reviews
- Demo preparation
- Documentation
Need a custom solution? Let's discuss your specific needs.
Schedule Free ConsultationFeatured Work & Experience
From Fortune 500 companies to AI startups—building scalable, production-ready solutions that drive real business impact.
Startup Client
AI Product Demo Lab - GenAI Assistant
Challenge
Founder needed investor-ready proof of concept for their GenAI assistant idea within 1 week for upcoming pitch meetings.
Solution
Built interactive AI demo using Claude API with custom MCP workflows, created presentation materials, and set up cloud hosting for live demonstrations.
Impact
Technologies
ResMed
Medical Device Cloud Infrastructure - ResMed
Challenge
Class B medical devices required automated infrastructure deployment with strict compliance requirements while enabling AI-driven functionalities for patient care systems.
Solution
Automated infrastructure deployment pipelines for medical devices, designed scalable CI/CD workflows integrating AI functionalities, and collaborated with cross-functional teams including engineering, QA, and compliance.
Impact
Technologies
Meta (Facebook)
Infrastructure Automation at Scale - Meta
Challenge
Built large-scale infrastructure automation systems and monitoring solutions requiring high reliability and real-time processing at Meta's scale.
Solution
Architected scalable microservices handling millions of requests per day, implemented automated testing pipelines, and optimized system performance across global data centers.
Impact
Technologies
Ericsson
IoT Automation Platform - Ericsson
Challenge
Led development of IoT automation platform for telecommunications systems and infrastructure monitoring serving global enterprise clients.
Solution
Designed and implemented cloud-native IoT solutions with Kubernetes, automated deployment pipelines, and real-time monitoring systems for critical telecommunications infrastructure.
Impact
Technologies
Ready to be the next success story?
Let's discuss how we can build your AI product together
Book Discovery CallTech Stack & Expertise
Cutting-edge AI tools and modern infrastructure for 2025 and beyond
Technologies I Work With
Frontend
Backend
AI/ML
Infrastructure
Tools
2025 AI Specializations
AI Agents & Agentic Systems
- ▹GPT-5, Claude Sonnet 4.5, OpenAI o3
- ▹Multi-agent workflows with MCP
- ▹Vercel Workflow Development Kit (WDK)
- ▹Autonomous reasoning and planning systems
Modern AI Development
- ▹AI-native IDEs (Cursor, Windsurf)
- ▹Computer use and agent automation
- ▹RAG with vector databases (Pinecone, Weaviate)
- ▹Fine-tuning and prompt engineering at scale
Cloud & Modern Infrastructure
- ▹Vercel AI Cloud & Zero-config backends
- ▹Serverless with Bun runtime
- ▹Edge computing and CDN optimization
- ▹Framework-defined infrastructure
Why Work With Me
6 Years of Experience
Building scalable technology solutions at Meta, Ericsson and Resmed
10+ AI Models Deployed
From POC to production, serving millions of requests per day
Fortune 500 Experience
Enterprise-scale systems, security, and compliance knowledge
Startup Focused
Pragmatic technology choices optimized for speed and cost
From Idea to Production in 4 Weeks
Transparent, collaborative, and designed for speed
Discovery & Planning
Activities:
- •Stakeholder interviews & requirements gathering
- •Technical requirements documentation
- •Architecture proposal & tech stack selection
Deliverables:
- System design document
- Tech stack recommendations
- Timeline & milestones
- Risk assessment
Architecture & Design
Activities:
- •API design & database schema
- •Infrastructure setup & configuration
- •Development environment setup
Deliverables:
- Architecture diagrams
- Development environment
- CI/CD pipeline
- Security framework
Development & Testing
Activities:
- •Sprint development with daily updates
- •Code reviews & pair programming
- •Testing & quality assurance
Deliverables:
- MVP features deployed
- Test coverage reports
- Security audit
- Performance optimization
Launch & Handoff
Activities:
- •Production deployment
- •Monitoring & alerting setup
- •Team training & documentation
Deliverables:
- Live product in production
- Complete documentation
- Ongoing support plan
- Knowledge transfer
Weekly Check-ins
Regular status updates and strategic discussions to keep you informed
Real-Time Communication
Slack/Discord access for quick questions and daily progress updates
Full Transparency
GitHub access, detailed documentation, and clear milestone tracking
Sounds good? Let's talk about your project.
Schedule Free Consultation
I've seen too many brilliant founders struggle to ship their AI products because they can't afford a $200K+ CTO or don't trust agencies to get it right. That's why I co-founded Green Solution and started offering fractional CTO services.
After spending years at Meta and Ericsson building large-scale AI systems and automation platforms, I realized my expertise could help 10+ startups instead of just one big company. I've architected systems processing millions of requests per day and led teams deploying cutting-edge ML models in production.
I don't just write code—I partner with founders to make strategic technical decisions that align with business goals. Whether it's choosing between build vs. buy, optimizing for speed vs. scalability, or preparing for investor due diligence, I've been there and know what works.
If you're a seed-stage founder who needs technical leadership without the overhead, let's talk. I work with a small number of clients at a time to ensure quality and attention.
Computer Science & Engineering background
20+ years combined experience at Meta, Ericsson, AWS, Bell Canada
Helped 15+ startups raise $100M+ in funding
Work with 3-5 clients at a time for quality focus
Trusted Experience From
Ready to Ship Your AI Product?
Let's discuss your project in a free 15-minute discovery call. No sales pitch, just an honest conversation about whether we're a good fit.
Send Me a Message
Book a Call
Prefer to schedule directly? Pick a time that works for you.
Other Ways to Connect
Typical response time
< 24 hours
Leading Companies Embracing AI
See how top CEOs are leveraging AI to transform their businesses
“Some people call this artificial intelligence, but the reality is this technology will enhance us. So instead of artificial intelligence, I think we'll augment our intelligence.”
Ginni Rometty
Former CEO
IBM
“Genomics, Artificial Intelligence, and Deep Machine learning technologies are helping practitioners deliver better diagnosis and actually freeing up time for patient interaction.”
Frans van Houten
Former CEO
Philips
“A lot was happening in A.I. But I also realized it wasn't clear what Salesforce's role in A.I. was. That's when we started acquiring quite a few artificial intelligence companies, maybe a dozen.”
Marc Benioff
CEO
Salesforce