Part strategy partner, part product operator, part delivery lead.
Global Remote Delivery · Based in China
Turn complex workflows into practical AI systems.
I help SaaS teams, consulting partners, and transformation leaders move from AI ideas to clear workflows, architecture, and executable delivery plans.
Ideal for teams that need senior product, architecture, and execution support.
15+ years across product, engineering, and enterprise systems
Teams led from 0 to 200+
100+ projects delivered with zero delays in one phase
Operating Model
From Strategy to Delivery
AI
Execution Core
Workflow
Product
Delivery
Systems
Discovery Sprints
Value and priority first
Delivery Blueprints
Architecture and roadmap
Fractional Leadership
Drive execution across teams
Who I Help
Best for teams that are stuck between AI ambition and real execution.
I am most useful when a company needs clarity, structure, and delivery momentum at the same time.
Strategy, architecture, and delivery need to move together.
I help define the right first move, shape the solution, and structure the work so teams can execute with confidence.
Service Packages
Fixed-scope first engagements designed to create momentum fast.
AI Workflow Discovery Sprint
2 weeks · USD 8,000 fixed
Workflow diagnosis, priority map, solution path, and 30/60/90-day action plan.
See a representative sample deliverableEnterprise AI Delivery Blueprint
3-4 weeks · USD 12,000-18,000
Target architecture, operating model, phased roadmap, and build-vs-buy guidance.
Fractional AI Delivery Lead
Monthly retainer · from USD 12,000
Executive-level product, engineering, and delivery leadership without a full-time hire.
Selected Outcomes
Real operating results, not generic consulting language.
My work has ranged from shared platform builds and AI capability rollouts to large-scale product stabilization, transformation delivery, and consumer-scale platform evolution.
Built a shared digital foundation and delivery structure that supported a growing multi-product portfolio.
Led high-volume delivery with structured execution across product, engineering, and implementation layers.
Built AI capability layers and helped turn them into practical products instead of isolated experiments.
Led platform evolution in high-growth environments where product complexity, delivery pressure, and scale all mattered at once.
Why Me
Built for teams that need both strategic thinking and real delivery depth.
My background combines large-scale engineering leadership, product strategy, enterprise platform delivery, and AI capability building across fintech, education technology, healthcare, and consumer internet businesses.
- 15+ years across product, engineering, and enterprise systems
- Former CTO / technology leader across multiple growth stages
- Professor at a university school of artificial intelligence
- Led teams from 0 to 200+
- Built platforms, mobile products, and AI enablement programs
- Strong in written-first remote collaboration and structured execution
- Comfortable bridging executives, product teams, and engineers
Representative Cases
Industry-shaped AI systems designed to become real operating capability.
The goal is not to demo AI for its own sake. The goal is to solve a concrete business problem, prove value quickly, and turn that into reusable internal capability.
Built hospital intelligence and AI sales decision support for medtech and healthcare service teams.
Structured hospital operating profiles, department-level opportunity analysis, competitor and pricing intelligence, access-path insights, and next-step sales suggestions into a reusable decision-support system. The purpose is to help teams decide which hospital to target, which department to enter, what product to push, and how to enter more effectively.
- Unified hospital profiling, department opportunity, and competitor intelligence
- Supported sales visits, access planning, and regional strategy decisions
- Turned fragmented market information into reusable commercial intelligence assets
Rebuilt a personalized AI sales management system at roughly 10% of the cost of traditional custom delivery.
For software and digital-service businesses, redesigned the sales workflow around lead handling, deal progression, team management, reporting, and operating dashboards. Instead of bolting AI onto a generic CRM, the system connects frontline actions, management actions, and operating data into one practical working model.
- Delivered personalized AI sales management capability with much lower build cost
- Covered deal progression, task analysis, review loops, and operating visibility
- Created a foundation that can evolve into a full internal intelligent sales platform
Built an AI operating cockpit for store performance, membership operations, and replenishment decisions.
Integrated sales, membership, product, inventory, and campaign data into an AI operating cockpit and decision assistant for retail headquarters and store teams. The system helps surface bestselling-product opportunities, stock risks, repurchase changes, and store-level operating issues earlier.
- Connected product, inventory, membership, and promotion data into one operating view
- Supported store diagnosis, repurchase improvement, and replenishment decisions
- Moved operating analysis from after-the-fact reporting toward daily intelligent decision-making
How I Work
Start with a scoped project, prove value, then expand only if it makes sense.
Discovery
Clarify the workflow problem, identify high-value AI and automation opportunities, and define the right starting point.
Blueprint
Turn priorities into architecture, delivery structure, system boundaries, and a realistic implementation roadmap.
Execution Support
Provide fractional CTO or delivery leadership support for teams that need senior guidance during implementation.
Next Step
If you are exploring AI-enabled workflow transformation, let’s start with a scoped conversation.
I can share a short one-page overview, a representative sprint deliverable, or a tailored proposal around your current priority.