Data & AI Product Manager · Singapore
I ship Data & AI products inside large, complex organizations — where the model is the easy part. Adoption and long-term value is the whole job.
Currently Data & AI Product Manager at CHANEL, based in Singapore.
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TODO — headline adoption number
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TODO — scale number (markets, users, or $)
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TODO — durability number (still in use / run-rate)
Selected work
Five products, and what happened after they launched.
Case studies are employer-agnostic by design. Named employers are in Experience.
- ——%TODO — adoption in 90 daysRead
AI retail assistant
Put a product-knowledge assistant in the hands of advisors who had never asked for one.
Global beauty · 12 APAC markets · Product lead
Draft — not yet written
- ——TODO — revenue or retention liftRead
CRM ML toolkit
Turned a set of one-off model experiments into something the commercial teams ran themselves.
Global beauty · CRM & clienteling · Product manager
Draft — not yet written
- ——TODO — cost or throughput changeRead
APAC data platform
The infrastructure story: a platform that got cheaper as it got busier.
Global beauty · regional data platform · Product owner
Draft — not yet written
- ——TODO — internal adoptionRead
Internal data portal
Internal adoption and governance — the two things that quietly kill data products.
Global healthcare · internal platform · Product manager
Draft — not yet written
- ——TODORead
TODO — your own build
The “I still build” story. Also the first Lab entry.
Independent · Everything
Draft — not yet written
Experience
Where the work happened.
TODO — Present
Data & AI Product Manager · CHANEL
TODO — one line on scope. Region, product area, what you own.
Singapore
TODO — TODO
TODO — title · Johnson & Johnson
TODO — one line on scope.
TODO
Where I’ve worked
- CHANEL
- Johnson & Johnson
Lab
What I build.
Working things you can open. I build to stay credible with the engineers I work with, not to sell software.
TODO — your existing demo
in progressTODO — one or two sentences. What it does, and what a visitor will see when they open it.
- TODO
Writing
Things I have argued in public.
Credentials
Certifications
- TODO — exact certification nameDatabricks · TODO
- TODO — exact certification nameAWS · TODO
Education
- TODO — degreeTODO — institution · TODO
Contact
If you are hiring for a Senior Data & AI PM role, email me directly.
No form. A direct reply is faster for both of us.