AI PRODUCT · AGENT SYSTEMS · VISUAL CREATION
Ideas, systems
and moving images.
I work where emerging model capabilities meet everyday product decisions—turning uncertainty into prototypes, workflows and measurable learning.

OPENING NOTEA defining consumer AI app will emerge. It has not arrived yet—which is why the product manager’s age of conviction is only beginning.
Products with a point of view.
Evidence over theatre.
A selection of shipped products, working prototypes and research-led experiments. Each project is framed by the decision it was built to clarify.
MULTIMODAL CREATION PLATFORM
From a creative intention
to an editable workflow.
VidMuse brings music video, advertising and visual generation into one product surface. My work explored how Agent Apps can convert a fuzzy brief into structured steps—without taking control away from the creator.
- ROLE
- Agent Product Intern
- FOCUS
- Workflow · Canvas · Evaluation
- IMPACT
- Shipped 16 apps; narrowed the roadmap to 4 promising scenarios
LIVE PRODUCT / 2026
Decision Assistant
A lightweight decision experience that turns an ambiguous dilemma into visible forces, trade-offs and next actions. Designed to make reflection feel spatial, not bureaucratic.
GRAVICHOICE / LIVE ↗
GrowthLab
A multi-agent growth experiment loop built around AARRR: strategist, executor, analyst and reviewer move from hypothesis to A/B test, statistics and the next iteration.
WORKING DEMO / LIVE ↗
Recommendation, remix and trends:
three forms of algorithmic power.
A comparative product strategy study across eight short-video platforms. Instead of listing features, the report asks how each system allocates attention, structures social trust and defines public relevance.
Read the live report ↗
Nadou Pro — a reference point for agentic filmmaking
An industry benchmark in professional film and television creation. I include it as a product observation: a useful comparison for how project spaces, tools and agent dialogue may converge in future creative software.
Open live product ↗
A playground for
visual product thinking.
Small experiments around identity, consistency, scene direction and commercial imagery. The outputs matter, but the deeper question is how a creative tool helps users preserve intent across many generations.





I like products that make
complex systems feel legible.
My background moves between business, data science and product work. I use prototypes to sharpen questions, evaluation to challenge intuition and visual storytelling to keep the human intention visible.
Focused tools, connected by
one creative surface.
A richer product direction for the bottom of the portfolio: task-specific apps help users start quickly, while a shared canvas, assets and generation history let the work continue.
From product material and a marketing angle to editable ad scenes.
Brief → Script → Shots → CanvasTurn a person, pet or pair into a stylized collectible concept.
Reference → Style → Character setGenerate reusable character views for story and game workflows.
Identity → Views → ConsistencyTranslate story beats into visual directions, compare and revise.
Beat → Direction → ReviewEND FRAME / BEGIN A CONVERSATION