Work

All Work

Products, platforms, businesses, experiences, and systems I've helped build.

Product / 0 to 1 / Technology

Nightlife Discovery Platform

I killed my original product idea after the research told me I was solving the wrong problem.

A nightlife discovery product built from 21 interviews, a strategic pivot, and a multi-sided marketplace model.

0→1 product development21 user interviews3 user segmentsAgentic research system

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Hypothesis to pivot

Future diagram with approved interface screenshots inside it

Events / Growth / Operations

LAMMB LABS

How do you build an events business when every event is both a product and a test of the business behind it?

A live-music events company using each event to test demand, distribution, economics, new markets, and how the business behind the next one should operate.

3 events1,100+ event attendees~$70K total revenue~$36K total profit

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Overhead stage photo from Superbloom with performers, spotlights, and a large audience. — SUPERBLOOM | Brooklyn, NYC

Business / Operations / Growth

Nêm Nếm

How do you turn an idea for an intimate cultural experience into a real business?

A Vietnamese-rooted supper club growing from intimate dinners into a repeatable business without losing what made people care in the first place.

100+ guests$10K+ revenue3 selloutsBusiness strategy and operations

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Guests seated around a long table during a Nêm Nếm dinner event.

Enterprise / Platform / Operations

Enterprise Model Execution Platform

Scaling the technology meant scaling the operating system around it.

A centralized financial-risk model platform where I helped standardize execution, governance, and adoption as it scaled across the enterprise.

1 → 8 teams~10 → 40 models~30% faster model integrationExecution framework + standardization

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Process at scale

Confidential system work shown through original editorial diagrams, not screenshots

Healthcare / Operations / Systems

Healthcare Systems Engineering

Operations analysis and simulation for a cardiology clinic and a high-volume endoscopy suite at two academic health systems.

Operations analysis and simulation for a cardiology clinic and a high-volume endoscopy suite at two academic health systems. First place, Health Systems Engineering Capstone. Full case study coming soon.

UNC Rex and Duke hospital systemsHealth Systems Engineering Capstone1st place capstone competitionFull case study coming soon

Full case study coming soon

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Healthcare systems

Full case study pending original healthcare documentation

Product / Research / Small Business

Camellia Culinary

A menu-planning tool for a private chef business, built from user interviews on a shoestring budget.

A private chef was spending too long building menus for clients with different dietary needs. As a freelance product manager, I interviewed users to find where the time went and turned those findings into a prioritized feature set.

Freelance product managerUser interviewsSearchable recipe database~40% estimated menu-time reduction

Full case study coming soon

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Menu planning

Lightweight MVP built from what the business could sustain