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Architect · Founder · AI Investor

15+ Years
Building
In Production.

One-person AI studio + boutique agency running in parallel from Winnipeg. Enterprise-grade engineering, startup execution speed — no compromises.

Senior Software ArchitectAI Agentic InvestorOPC FounderFull-StackWinnipeg · CA
XV+
Years in Production
48
Enterprise Deployments
3
AI Startups Co-founded
CA$2M+
AI Investments Made
01 / 03
Career · Enterprise

Shipped at
Enterprise Scale

From financial infrastructure to healthcare platforms and government systems — 15 years of deploying software that cannot afford to fail. The same discipline now drives every EngraveOcean engagement.
  • Led architecture for $40M+ national payment processing system
  • Designed zero-downtime migration for 2M+ user healthcare platform
  • Delivered 48 enterprise deployments with 99.97% uptime record
  • Built multi-region microservices handling 500K+ daily transactions
View Full Credentials →
Career Timeline
2022 — Now
Founder & Principal Architect
EngraveOcean AI Studio
Current
2018 — 2022
Senior Software Architect
National FinTech Infrastructure
4 Years
2014 — 2018
Lead Engineer · Platform
Enterprise Healthcare SaaS
4 Years
2009 — 2014
Software Engineer → Tech Lead
Government & Public Sector
5 Years
02 / 03
Investment · AI Ventures

Backing the
Next Wave of AI

CA$2M+ deployed across early-stage AI companies — agentic infrastructure, vertical SaaS, and private AI deployment tools. Investing as an operator: strategic, hands-on, long-horizon.
  • AI-native vertical SaaS (legal, healthcare, logistics)
  • Agentic workflow infrastructure and orchestration layers
  • Private AI deployment tooling for regulated industries
  • Co-founded 3 AI startups from inception to market
Discuss Investment →
AI Portfolio · Deployed Capital
Total Deployed
CA$2M+
Active
Vertical AI SaaS
72%
Agentic Infrastructure
18%
Private AI Deploy
10%
Co-Founded Startups
3
03 / 03
Technology · Full-Stack

The Full Stack,
End-to-End

TypeScript-first, Python where it makes sense, cloud-native by default. No handoffs, no translation layer between design and deployment — one mind, complete ownership.
  • LLM orchestration: LangChain, LlamaIndex, custom agents
  • Backend: Node/TS, Python, PostgreSQL, Redis, Supabase
  • Frontend: React, Next.js, Svelte, CSS systems
  • Cloud: Vercel, AWS, Azure, Docker, GitHub Actions
Technology Stack
AI · LLM Layer
OpenAIAnthropicLangChainLlamaIndexOllamaCrewAI
Backend · Data
TypeScriptPythonNode.jsPostgreSQLSupabaseRedis
Frontend · UI
ReactNext.jsSvelteTailwindFramer Motion
Cloud · DevOps
VercelAWSAzureDockerGitHub ActionsTerraform
Client Voices

Words From Those
Who've Been There.

“

Working with EngraveOcean was transformative. We had a disorganized AI vision and they delivered a production-ready private LLM platform in six weeks. Enterprise-grade from day one.

★★★★★
JL
James Lin
CTO · Meridian FinTech
“

The AI implementation was seamless. No disruption, no bloated integrations. Our document processing went from 3 days to 20 minutes. I've never seen a cleaner handoff.

★★★★★
SR
Sarah Reeves
VP Engineering · Northgate Health
“

I've worked with agencies that promise innovation and deliver templates. EngraveOcean actually builds. The custom AI agent suite became our competitive moat in 90 days.

★★★★★
MC
Marcus Chen
CEO · Elevate Commerce

Let's Build Something
Exceptional.

Whether it's an enterprise AI transformation, a Micro-SaaS product, or a greenfield agent system — bring the problem, we'll engineer the solution.

Book a Discovery Call →michael.liu@engraveocean.ca