Product + Systems

I build products and systems that make things work better.

I think in first principles, structure decisions for impact, and make outcomes stick.

Outside of work, I climb and explore movement.

Product StrategySystem DesignOperational ImpactExecution
What I've Built
01/04
01

Aether Platform

System Design · Product Strategy

2024

Analytics platform data model redesign

Problem

The existing platform served 50K+ monthly users but had a fragmented data model that made it difficult for analysts to get insights quickly.

What I Did

Redesigned the core data model to unify how metrics, dimensions, and calculations were stored and queried. Rebuilt the query layer from scratch.

Impact

Reduced time-to-insight by 40%. Eliminated an entire category of support tickets.

02

Lumen Commerce

Operational Impact · 0 → 1 Building

2024

Direct-to-consumer storefront launch

03

Forge Developer Suite

System Design · Decision-making

2023

Internal toolchain for engineering teams

Communities I Grow3 initiatives
01

Xinling Cafe

2022 — Present

Built and operate a cultural gathering space that bridges diaspora communities through language, food, and shared identity.

What I Did

  • ·Designed the operational model and community programming
  • ·Established partnerships with 8+ cultural organizations
  • ·Managed a team of 6 staff and 20+ active volunteers
  • ·Built systems for event coordination and member engagement

Outcome

Now hosts 40+ events monthly with 2K+ active community members. Became a gathering place for conversations that matter.

02

French Learning Discord

2021 — 2024

Created and scaled a self-sustaining community for language learners—emphasizing authentic conversation over drill.

What I Did

  • ·Architected the channel structure and learning workflows
  • ·Designed peer-teaching and accountability systems
  • ·Recruited and trained 12 community moderators
  • ·Iterated on engagement mechanisms based on learner feedback

Outcome

Grew to 8K members with 40% weekly active participation. Facilitated 500+ language exchange partnerships.

03

Startup Mentorship Network

2023 — Present

Designed a structured mentorship program connecting early-stage founders with operators who've built at scale.

What I Did

  • ·Defined mentorship matching criteria and program structure
  • ·Recruited 25+ experienced operators and 40+ founders
  • ·Created accountability frameworks and progress tracking
  • ·Facilitated quarterly cohort-based workshops

Outcome

90% of mentor-founder pairs remained engaged after 6 months. 12 startups secured follow-on funding.