Zero-to-One
Make the first version real.Turn an undefined opportunity into product direction, a working prototype, an MVP plan, and a path to launch.
01 / Capability pillars
Most consultants write the strategy or do the work. I deliver both.
The graph builds one capability at a time. When all six are visible, it becomes the baseline used to read every project below.
AI Tooling & Prototyping
Build the demo, not just the deck.Prototype workflows with multimodal AI, APIs, code, user tests, and product decisions.
Creative Production
Carry the vision through delivery.Write the brief, align creators and technical teams, run production, reviews, and QA.
Capability graphBuild state 03 / 06
Technical Project Management
Turn complexity into a plan teams ship.Own scope, roadmaps, dependencies, risks, budget, QA, releases, and stakeholder decisions.
Go-to-Market Operations
Build the machinery behind launch.Connect product, engineering, creative, legal, finance, vendors, and regions around readiness.
Community & Ecosystem
Turn contributors into a growth engine.Design creator programs, onboarding, incentives, partnerships, measurement, and feedback loops.
One complete operating profile.
Eleven different project shapes.
02 / Selected work
Each project activates a different part of the same system.
In the final motion system, the center graph morphs as each project enters focus. These static cards show the project fingerprints without pretending the capabilities are scores.
Dipper Video AI01 / 11
Building an agentic evaluation system for AI training data
Defined evaluation criteria, designed an internal annotation workflow, prototyped agentic tooling, and coordinated implementation with technical teams.
Zero-to-One · AI Tooling & Prototyping · Technical Project Management
Combate Global02 / 11
Transforming a fight-sports archive into an AI-ready content library
Built an AI optimization pipeline connecting audience and market data to improve content discovery without losing the existing audience.
AI Tooling & Prototyping · Creative Production · Technical Project Management · GTM Operations
Dipper Video AI03 / 11
Turning user interviews into a SaaS product dashboard
Conducted research, translated interviews into dashboard requirements, prototyped the experience, and fed learning into the roadmap.
Zero-to-One · AI Tooling & Prototyping · Technical Project Management
Sui Foundation04 / 11
Building Sui’s global creator ecosystem
Connected strategy, technical launches, creators, production, distribution, measurement, contracts, and payouts through one engine.
Community & Ecosystem · Creative Production · GTM Operations · Technical PM
Miquela / Dapper Labs05 / 11
Running a virtual-influencer production pipeline at scale
Carried creative concepts through technical dependencies, reviews, QA, partners, and delivery of more than 500 campaign assets.
Creative Production · Technical Project Management · GTM Operations
Method Studios06 / 11
Connecting artists in seven countries through a global VFX pipeline
Connected artists, technical directors, developers, vendors, assets, tools, reviews, and milestones through one production pipeline.
Creative Production · Technical Project Management
Wilder World07 / 11
Leading the full production lifecycle of a top-10 Epic wishlist title
Turned ambitious concepts into executable plans across roadmaps, assets, engineering, QA, releases, marketing, and community.
Technical PM · Creative Production · GTM Operations · Community & Ecosystem
Airbnb08 / 11
Building a localization pipeline across 20 languages
Connected content, localization vendors, reviewers, regional stakeholders, quality control, schedules, and delivery.
Technical Project Management · GTM Operations · Creative Production
Artventure Analytics09 / 11
Building a market-intelligence system for fine-art auctions
Turned fragmented auction and market data into an intelligence product for art-market and wealth-management users.
Zero-to-One · AI Tooling & Prototyping · GTM Operations
SkyBox Labs / Minecraft10 / 11
Turning Minecraft community feedback into a feature roadmap
Synthesized player feedback, aligned priorities with constraints, and converted needs into an actionable development roadmap.
Community & Ecosystem · Zero-to-One · Technical Project Management
Aeroport AI11 / 11
Training computer-vision systems for airport runways worldwide
Built annotation, quality-control, and evaluation workflows to train models across varied runway environments.
AI Tooling & Prototyping · Technical Project Management · Zero-to-One
03 / Experience + perspective
Creative range, backed by delivery discipline.
I started in project and technical program delivery, then expanded upstream into product direction and creative strategy—and downstream into prototypes, AI workflows, code, and growth operations.
Selected experience: Dipper Video AI · Sui Foundation · Dapper Labs · Method Studios · Airbnb · TELUS · Wilder World
Harvard ALM · PMP · PMI-ACP · PSM I · IBM Data Science
04 / Contact
Need someone who can own the whole program—not just coordinate it?
I’m open to direct-hire roles and fixed-project engagements with startups and creative technology teams working across AI, product, content, and emerging experiences.