KENNY WU · AI ENGINEER · SHENZHEN

From AI prototypes
to reliable delivery.

I’m Kenny, an AI systems and application engineer.
I build with language, retrieval, and multimodal models, turning raw model capability into dependable workflows.

Let’s discuss your project Explore delivery work

01 / SELECTED DELIVERY

Professional work · Roles & outcomes

2026 · Technical lead

AI comics generation

Generation is only step one.
Automated evaluation and self-healing make it work.

Orchestrated end-to-end pipelines across script analysis, asset extraction, and multi-shot storyboarding, while designing automated evaluation and acceptance gates.

See responsibilities and outcomes ↗

From script to evaluated storyboardsWorkflow diagram

01 / UNDERSTANDUnderstand scriptsIdentify characters and plot
02 / ORGANIZEExtract assetsOrganize characters and scenes
03 / GENERATEGenerate shotsStructured shot decomposition

Independent quality checks→Budgeted retry / auto-fix→Acceptance

Runtime safeguards: circuit breaking · concurrency management · automated self-healing

Issue rate · Fixed evaluation set

≈18%→9.53%

Action overload & shot-scale issues · ≈47% relative reduction

One real-world run

20 episodes

Completed end-to-end with automated error recovery

2024 / RETRIEVAL & ANSWERING

Enterprise document Q&A

Paired hierarchical document chunking with hybrid multi-path retrieval and dynamic thresholds to deliver accurate, hallucination-resistant enterprise Q&A.

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Document structureMulti-path retrievalAnswer evaluation

≈90%

Internal tests
Recall and Q&A accuracy

02 / ENGINEERING JUDGMENT