Product thinking for complicated systemsOPEN TO GOOD PROBLEMS
I build the
logic behind
better products.
01Things I’ve
Things I’ve
made make sense.
Systems, workflows, and decision engines for moments where the old way stopped working.
01 / AI · KYC↗
VERIFY
FASTER
FASTER
Agentic AI for account-opening verification
From scattered manual checks to a governed decision system.
AI agents + OCR + APIs + human-in-the-loopWhat I did ↗
02 / OPERATIONS↗
ROUTE
SMARTER
SMARTER
A rule-based address verification platform
A central workflow for routing, evidence, escalation, and SLA control.
Workflow + rules + dashboardsWhat I did ↗
03 / DIGITAL LENDING↗
DECIDE
CLEARLY
CLEARLY
✳
Automated loan eligibility & recommendation
Turning a three-day spreadsheet process into real-time decisions.
Rules engine + data + audit trailWhat I did ↗
THE
SIGNAL
SIGNAL
02Less noise.
Less noise.
More signal.
Currently pursuing a Master’s in Engineering Artificial Intelligence to deepen how I design, evaluate, and apply AI in product development.
01 / FRAMEProduct thinkingProblem framing · user stories · prioritization · UX thinking
02 / SHAPEBusiness analysisRequirements · process maps · decision logic · system rules
03 / MOVEDelivery clarityHandoffs · UAT · stakeholder alignment · measurable outcomes
04 / TRANSLATEBusiness ↔ engineeringMaking the why, the what, and the how clear to everyone in the room
✳
03 / YOUR MOVEBring me
the messy bit.
Good products are often hiding inside complicated problems.