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Daming · Product Developer

I turn complex workflows into products that actually run.

With a background in product operations, I independently design and build AI workflows, local-first tools, and operational systems. Each case shows the problem, the product decisions, and the limits that still matter.

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Redacted task pipeline interface: Keep extraction, transcription, AI selection, and rendering in one recoverable flow.
01 / SELECTED WORKNiuMa Studio

Selected work · 03

Built for real work.

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Redacted workspace interface: See task volume, progress, and the next point that needs human attention.
Product view
Implemented · publishing flow pending validation

NiuMa Studio

Turns long-form video into reviewable, publication-ready short-form packages.

  • AI creation
  • Workflow
Redacted application workspace interface: Keep pending reviews, completed applications, and missing information in one legible queue.
Product view
Implemented · real platforms pending validation

AI JobPilot

Assists with role discovery, fit analysis, and application preparation after user review.

  • Job search
  • AI assistant

What I focus on

The goal is not to use AI. It is to make the work more reliable.

  1. 01

    Complex workflows

    Turn scattered tools, spreadsheets, and human judgment into a product path people can understand and complete.

  2. 02

    Human decisions

    AI can narrow options and prepare evidence, while people stay in control of consequential actions.

  3. 03

    Honest boundaries

    Code, runtime, and real-world outcomes are different evidence. A product should say clearly what is proven.

How I work

How I turn friction into a product.

Find the parts that consume time, invite mistakes, or cannot be automated away. Then shape the workflow, build the tool, and verify code, runtime, and real outcomes separately.

  1. 01

    Observe

    See how the work actually happens, including friction, risk, and non-negotiable boundaries.

  2. 02

    Model

    Turn scattered actions into states, rules, and a legible user journey.

  3. 03

    Build

    Use restrained interfaces and reliable engineering to make that journey usable.

  4. 04

    Verify

    Validate code, builds, runtime, and real outcomes separately—never treating one as proof of another.

About Daming

A product operator who builds the tools he genuinely wants to use.

Daming Lab is the collection of those independent products. Each case explains where the problem came from, why the experience works this way, and which real-world steps still need a person in the loop.

About Daming