- Competes on speed: Ships fast drafts anyone with a prompt can generate.
- Trusts raw output: Misses data quirks that break senior trust.
- Waits for tickets: Executes tasks without framing why they matter.
AI made output cheap. Judgment gets you promoted.
1:1 professional development coaching to use AI better at work, build AI-proof career skills, and earn promotion-ready scope, taste, and presence.
Entry analyst → Regional Head in ~12 yrs
Mobile, Web, Commerce & Agentic AI
Co-Active Coach (18.75 ICF CCEs)
Published ML author & daily builder
Same AI tools at work. Different career trajectory.
Tap your stage to see what separates replaceable task executors from promoted AI-Native operators.
- Owns clean math: Verifies primary data before touching slides.
- Builds team workflows: Turns recurring grind into a shared asset.
- Brings the trade-off: Flags the bottleneck before managers ask.
Four skills to excel at work in the AI era.
Practiced directly on the live projects, reviews, and career decisions on your desk.
First-Principles Math
Break messy problems into 2–3 real drivers before you touch a prompt or slide.
Anti-Slop Verification
Audit source numbers, cut 50% of filler, and put the decision ask in line two.
Executive & Peer Influence
Hold calm ground under pushback and align cross-functional partners without burnout.
Agentic Workflows
Turn 10-hour recurring work into reliable, reusable workflows your team adopts.
Spot your thinnest AI-Native edge.
Pick the behavior closest to your real week across all 5 skills to unlock your map and score.
Select all 5 skills to reveal your score
Your skill map and final score stay hidden until all 5 boxes are selected.
Anonymized before & after shifts.
Real IC outcomes—strictly anonymized with zero employer or client details.
Stage self-doubt → Self-built 3-step executive story
Before: Packed dense slides and doubted her presence next to louder peers.
Outcome: Rebuilt her pitch around one core business bridge and led the regional rollout.
Midnight solo-hero → Co-owned launch with partner leads
Before: Worked late doing partner teams' analysis alone ahead of peak season.
Outcome: Aligned cross-functional leads on an early milestone they co-delivered.
Defending unit cost → 2x growth investment approved
Before: Struggled to justify a new growth bet with higher upfront acquisition cost.
Outcome: Reframed incremental lift as a C-suite risk choice, doubling budget commitment.
Task-list updates → 90-day portfolio thesis for bigger scope
Before: Reported weekly activity checklists while staying stuck in narrow execution.
Outcome: Framed a clear 90-day growth thesis in quarterly planning and earned broader scope.
Entry-level IC to Regional Head across four tech shifts.
Active operator in Singapore—not a full-time pundit on the sidelines.
I know early-career uncertainty firsthand. I joined Google Singapore in 2013 out of Lawrence University as an entry-level analyst—and earned 5 promotions in ~12 years to Regional Head by rebuilding my skillset ahead of Mobile, Web, Commerce, and Agentic AI.
Built for the AI era: Today I lead regional performance specialists, author AI/ML patent work, and pair CTI Co-Active coaching (18.75 ICF CCEs) with practical operator judgment so you grow faster on your own feet.
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2013 – Present • Google Singapore
5 promotions (~2.4 yrs/promo): Entry-level IC analyst → Senior Principal IC → Regional Business & People Leader.
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AI Practitioner • Patent & Workflows
Hands-on builder: Published AI/ML defensive patent author (IP.com) and daily multi-agent workflow architect.
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Accredited • Co-Active Training Institute
18.75 ICF CCE hours: Trained in Co-Active coaching in Singapore; mainstage speaker at YouTube Festival & Google Marketing Live.
Capped at 5 chemistry calls a month.
No public price tiers or funnels—every fit check starts with one real conversation.
4-Line Brief
Share your IC stage, stuck point, and 90-day goal.
Chemistry Call
We coach one real challenge live—zero sales script.
1:1 Sprint
Bi-weekly sessions tailored to your live work and next step.
Ready to build an AI-proof edge?
2 of 5 monthly slots open • Personal reply on LinkedIn within 48h