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$AI Product Builder · Agentic Marketing Systems

 

I turn AI capabilities into production-grade products across marketing, creative automation, multimodal platforms, and growth systems.

Former AI product lead across Microsoft XiaoIce and ByteDance. Currently working on AI marketing products including Tec-Creative, Adcreafy.ai, and Navos — systems designed to compress the marketing workflow from insight to creative, launch, optimization, and learning.

lat 22.54°N
lng 114.06°E
tz UTC+8
net online
// signals
Microsoft XiaoIceByteDancePICO XRTec-CreativeAdcreafy.aiNavosKDD6 PatentsMicrosoft XiaoIceByteDancePICO XRTec-CreativeAdcreafy.aiNavosKDD6 Patents
§03thesis

Marketing is becoming an AI-native operating system.

The winning AI marketing products will not be simple asset generators. They will own the loop: insight, strategy, creative, launch, optimization, and learning.

The old workflow is fragmented across research tools, creative teams, media platforms, landing pages, reporting dashboards, and optimization rituals. Agentic systems can connect those steps into one operating layer.

[01]

Workflow ownership beats chat UX.

Chat is an interface. The product moat is owning repeated business workflows with feedback, memory, and execution.

[02]

Creative automation is not just generation.

Serious creative systems must connect channel constraints, campaign goals, brand memory, and performance feedback.

Diagnose01Strategize02Generate03Launch04Optimize05Learn06// loopagenticmarketing.os
// hover any node
§04selected work

Systems built across AI, media, creative, and growth.

Selected work across conversational AI, creative automation, XR, multimodal platform productization, and agentic marketing systems.

w01Conversational AI2017–2020

Microsoft XiaoIce

AI-native interaction design, dialogue experiences, intent handling, feedback loops, and conversational music generation. Patent: A Chatbot for Conversational Music Generation.

— summary only
w02Ad Creative AI2020–2022

ByteDance Ocean Engine

AI creative platform capabilities for advertising workflows, creative production, optimization, advertiser tooling, and campaign efficiency.

— summary only
w03XR Platform2021–2023

PICO XR

SDK, creator/developer tools, 3D interaction, immersive commerce, spatial rendering, and live media pipeline productization.

— summary only
w04Multimodal MaaS2023–2024

Doubao

Multimodal model-as-a-service productization for developer and business-facing AI platform experiences.

— summary only
w05AI Marketing2024–

Tec-Creative

AIGC creative platform for global performance marketing across multi-market, multi-language, and multi-channel workflows.

w06Commercial AI2024–

Adcreafy.ai

Productized AI marketing capabilities for SMB and mid-market advertisers.

— summary only
w07Agentic OS2025–

Navos

AI marketing agent platform connecting creative, optimization, assets, wallet, and orchestration.

w08Creator Tools2022–2024

Intelligent Editing Tools

AI-assisted content editing workflows and productivity-oriented creator experiences.

— summary only
w09Ecosystemongoing

TikTok / Google / Meta Ecosystem

Marketing technology work connected to platform ecosystems and advertiser workflows.

— summary only
§05proof

Research credibility, product execution, and commercialization.

p.01
8+
Years building AI products

Across conversational AI, ads, XR, multimodal platforms, creator tools, and marketing agents.

p.02
6
Patents

Conversational AI, generative music, XR interaction, immersive commerce, and live media pipelines.

p.03
KDD
Best Student Paper

Research-grade technical foundation in data mining and applied machine learning.

§06career arc

From AI interaction to agentic marketing systems.

The through-line: making new AI capabilities usable, valuable, and repeatable in real product workflows.

  1. 2014–2018

    Soochow University · Internet of Things Engineering

    Technical foundation across systems, applied ML, and engineering. KDD 2018 Best Student Paper author.

  2. 2017–2020

    Microsoft XiaoIce · AI Product Lead / Product Manager

    Conversational AI experiences, AI interaction design, feedback loops, and generative music capabilities.

  3. 2020–2024

    ByteDance · AI Product Expert

    Ocean Engine AI creative platform, PICO XR, Doubao multimodal MaaS, and intelligent editing tools across ads, XR, multimodal AI, and creator platforms.

  4. 2024–Now

    Tec-Do · AI Product Director / Senior Product Leader

    AI-native marketing products including Tec-Creative, Adcreafy.ai, and Navos, focused on creative automation, agentic workflows, and global performance marketing.

§07about

AI product builder with a full-stack marketing systems view.

I have spent my career turning AI capabilities into production-grade products across conversational AI, ad creative, multimodal platforms, XR, and B2B marketing technology.

I started in conversational AI at Microsoft XiaoIce, where I worked on AI-native interaction design and generative music experiences. At ByteDance, I expanded into platform-scale product work across AI creative platforms, PICO XR, multimodal MaaS, and intelligent editing tools.

Today, my focus is agentic marketing: building AI systems that help growth teams make decisions, produce creative, execute campaigns, and improve from feedback. The central question behind my work is simple: how do we turn fragmented marketing workflows into autonomous growth loops?

AI AgentsAI ProductMarketing AutomationCreative AutomationGlobal Growth SystemsMultimodal AIAgentic MarketingAdTechMarTechXRConversational AI
§08contact

Open to serious conversations.

For conversations on AI agents, marketing automation, creative tooling, multimodal products, or global GTM infrastructure.

$ mailto
david.work.dl.ai@gmail.com
response within 48h on weekdays
topics ai agents · martech · creative · gtm
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