刘浩然Product-Focused Tech Lead

From business judgment to product delivery.Technology that solves real business problems.

AI / AGENTProduct direction

View selected casesLet’s discuss your product
Explore how I work

02 /APPROACH

Super Individual → Super Team

Connect the product through sound judgment. Amplify delivery with AI and a team.

My contribution

AI contribution

Team collaboration

  1. Business judgment

    Which problem is worth solving?

  2. Product definition

    What to build, and where to start?

  3. Architecture & implementation

    How to build it and implement what matters?

  4. Product delivery

    How to validate, deliver and evolve?

Explore my role and how we collaborate
My contribution

I lead direction and work on critical implementation

Connect business judgment, product definition and technical choices; own key decisions and delivery quality.

AI contribution

AI accelerates building and feedback

Use AI in analysis, implementation, review and validation to shorten the path from decisions to feedback.

Team collaboration

Collaboration expands delivery capability

Organize specialist contributions around project needs and bring them together into a complete product delivery.

03 /SELECTED WORK

Selected cases

From key decisions to proven delivery.

Health application

From maintenance to a product built to evolve

Assessed repair costs and led a complete rebuild.

Architecture / Independent full-stack development

3 weeks

V1 delivered

The three-week period covers V1 only.

Explore case

The problem

As the business evolved, the application structure struggled to accommodate new requirements and the cost of incremental fixes grew.

Judgment & action

After maintaining the application and learning the business, I judged that incremental repair costs were approaching a rebuild. I proposed and led the rebuild, redefined business boundaries and architecture, and independently implemented the frontend and backend using AI Coding in development, review and iteration.

Result

Rebuilt and delivered V1 in three weeks, then completed multiple subsequent iterations to extend the product.

My role

Rebuild strategy, architecture, independent full-stack development and iterative delivery.

Fresh-supply multi-tenant SaaS

Turn complex operations into a scalable SaaS product

Led the full SaaS rebuild and core architecture.

Product and technical planning / Team delivery

2,400

paying tenants

Historical platform scale during my tenure.

Explore case

The problem

Procurement, orders, warehousing and picking are closely connected. Serving multiple businesses requires accommodating workflow differences, data isolation and growing system load.

Judgment & action

I contributed to business direction, product planning and requirements, led the complete SaaS rebuild and core architecture, translated operational needs into a multi-tenant product, and organized delivery of core modules.

Result

During my tenure, the platform reached 2,400 paying tenants and supported core order and picking workflows.

My role

Product and technical planning, core architecture, product and engineering team management and delivery.

Medical imaging platform

Keep growing medical imaging services reliable

Upgraded data architecture and business monitoring.

Engineering leadership / Architecture decisions

99.99%

platform availability

Historical platform service availability during my tenure.

Explore case

The problem

Growing imaging data and cross-institution access placed increasing demands on processing, scalability and service reliability.

Judgment & action

I weighed performance, scaling, team capacity and operational cost in architecture decisions and led the data architecture upgrade. I also extended monitoring from server health to business data flows and organized improvements to reliability and delivery practices.

Result

Supported imaging access and sharing across institutions. Reliability improvements brought platform service availability to 99.99% during my tenure.

My role

Engineering leadership, architecture decisions, team delivery and compliance coordination.

Natural-language control for smart hardware

Make natural language a control interface for devices

Connected intent, device capabilities and state to generate commands.

Core AI service / Independent design and development

Language → action

Integrated · acceptance passed

Text input → structured commands; speech and hardware execution are handled by the client app.

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The problem

Natural expressions do not map directly to device operations. The same instruction can need different handling depending on device capabilities and operating state.

Judgment & action

I independently designed and developed the core AI service, connecting language understanding with device constraints: identifying intent, generating commands against capabilities and state, and designing clarification and feedback for ambiguous or unsupported requests.

Result

Built an app-facing service that translates user expressions into structured commands, completed integration with the client team and passed acceptance.

My role

Independent core AI service design and development; the client team owns app-side speech processing and hardware execution.

04 /EXPERIENCE

Experience & capabilities

From complex trading systems to enterprise products and engineering organizations, then AI product practice. Experience through business evolution, with hands-on work in architecture and critical implementation.

  • Software engineering since 2010
  • Previously led a 50-person product and engineering team
  1. 2010–2014

    Complex systems & engineering foundations

    Contributed to and led trading system development, building experience in high concurrency, asynchronous processing and service-oriented architecture.

  2. 2014–2021

    Product & engineering organization

    Grew from engineer to product and engineering lead, connecting business needs, system development and team delivery.

  3. 2021–2025

    Engineering leadership & reliable delivery

    Led medical product engineering, architecture and delivery, advancing reliability practices and compliance coordination.

  4. Since 2025

    Independent building & collaborative delivery

    Building products independently and using AI Coding in development, with a focus on AI and Agent applications.

Career archiveDates, responsibilities and career detailsExploreClose

  1. Since 2025.04

    Independent product & engineering

    Shenzhen Haobing Xingcheng Technology Co., Ltd.

    Independent product development and collaborative delivery, focused on AI and Agent applications.

    Independent work began alongside a part-time transition; fully independent from November 2025.

  2. 2021.04–2025.10

    R&D Manager · Management Representative

    Medical imaging platform

    Led company-wide engineering, architecture, delivery and medical compliance coordination.

  3. 2014.11–2021.04

    Product & Engineering Lead / Technical Director

    Fresh-supply SaaS company

    Grew from engineer to product and engineering lead through successive business stages, building the team and delivery practices.

  4. 2014.06–2014.11

    Senior Engineer

    Lottery platform

    Contributed to asynchronous processing and caching for high-concurrency transactions.

  5. 2010.06–2014.06

    System Analyst / Java Team Leader

    UK regulated sportsbook

    Led the evolution of a high-concurrency trading system toward service-oriented architecture.

Technical capabilities & engineering practiceAI-assisted development, AI applications and engineering deliveryExploreClose

AI-assisted product development

Integrate AI into analysis, implementation, review and validation, while owning architecture, key decisions and delivery quality.

AI Coding · Claude Code / Codex

AI applications & controlled execution

Combine model interpretation with business context, device capabilities and state to produce operations with clear boundaries that can be validated.

Model integration · Context handling · Command generation

Complex systems & engineering delivery

Design services, data systems and asynchronous processing around business scale and evolving needs to support product delivery.

Service architecture · Data systems · Multi-platform applications

Selected technologies

  • Java / Spring
  • Python / FastAPI
  • TypeScript
  • React / uni-app
  • Flutter / Tauri
  • MySQL / TiDB
  • Redis / Docker
  • Claude Code / Codex

South China University of Technology · BSc, Computer Science and TechnologyPMP credential

Enterprise AI Coding training experience: engineering collaboration, quality review and practical development workflows.

05 /COLLABORATE

Build AI productswith business value

For enterprises and product teams bringing AI into real business.

AI / Agent product co-creation

You have a business scenario and want to turn it into a product.

Start with the business problem and product definition, validate key capabilities together, and build and deliver the product.

Technical partnership

Your product direction is clear and you need ongoing technical involvement.

Collaborate on technical direction, architecture and engineering organization to evolve the product together.

Product & technical advisory

You face a key decision and need judgment or a solution review.

Get judgment, solution reviews and team support for AI product positioning, technical plans and engineering practices.

I value collaborations with real business scenarios, clear value goals and a willingness to validate together. Clarify the problem first, then agree on how to collaborate and what to deliver.

Let’s discuss your product

06 /CONTACT

Learn more & get in touch

Contact me directly

Briefly describe the problem, who the product serves and where you would like me to contribute.

patrick.lau@foxmail.com
Send an email

Shenzhen · Remote

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