Data-led
Product Manager
I turned a £50K annual loss into £1.1M revenue
and made a funding model sell out in 21 minutes.
Building, pivoting, and mentoring product teams for six years.
A Product Manager who defines the problem precisely first rather than worrying about what to build, proving results with data. Six years building products, leading pivots, and mentoring the people who build them.
70%
employment rate
90%+
completion rate
3.7 → 4.2
national evaluation indicator improved
Case Studies
Seoul Design Project
B2B SaaS Pivot
Turned a lossmaking community platform
into a SaaS generating £1.1M
into a SaaS generating £1.1M
/01
Stockeeper
Data-Driven Funding Redesign
Sold out in 21 minutes, secured £1.1M in Series A,
commended by Korea's Ministry of SMEs and Startups
commended by Korea's Ministry of SMEs and Startups
/02
3Q Framework
PM Curriculum Design
70% employment rate, 90%+ completion rate,
national score 3.7 → 4.2
national score 3.7 → 4.2
/03
How I move a
product forward
01Define the problem first
Ask why before deciding what to build.
02Test with evidence
Replace instinct with recognised signals and measurable behaviour.
03Own the delivery
Carry decisions through to a working product and a measured result.
04Scale through the team
Teach the method, delegate clearly and improve the system together.
Skills shaped by delivery
Data-Driven Decision Making
AX
Product Strategy
Agile Product Management
Product Requirement Definition
Problem Solving