Work

Two doors into the same problem.

One gets founders into the factory. The other gets their product out of it. Everything else I've done is context for those two things.

Future Factory — Host Illuminious — Founder San Francisco Bay Area · Shenzhen
01 The work

Future Factory

Host · founding member since December 2025

Six days inside Shenzhen's hardware ecosystem, for twenty founders at a time.

Future Factory is an application-only tour that puts founders on the floor of the factories that will eventually build their product. Ten-plus visits across robotics labs, actuators and motors, sensors and vision, PCBA and EMS, injection moulding, cable and harness, and prototyping shops — with the owners and line engineers in the room, not a sales rep with a catalog.

It exists because the default path from prototype to mass production costs most teams six to twelve months of supplier email, dead samples and quotes that hide their real cost. A week of standing in real factories changes what a founder knows to ask for.

The stops are the processes that decide whether a product can be built. Each one shows a different part of the answer:

  • Robotics labs — how a complete system is assembled, integrated and tested.
  • Actuators and motors — the motion envelope, and the tolerances it imposes on everything around it.
  • Sensors and vision — the sensing stack, its calibration, and what it costs.
  • PCBA and EMS — how boards are assembled, inspected and tested on a line.
  • Injection moulding — draft, tooling, and the commitments that tooling makes for you.
  • Cable and harness — routing, assembly labour, and the parts that quietly set the schedule.
  • Prototyping shops — how quickly a design can still change, and at what cost.

I was one of the founding members when it started in December 2025, and I run it now: the cohort, the route, and the conversations between them. The next cohort runs December 6–11, 2026. Twenty is a hard cap, and the application is how the cohort is assembled — small enough that the visits stay working sessions rather than tours. The route is built around the companies in the room; the constant is access to the owners and line engineers who run the line.

The format

Length
Six days
Cohort
Max 20 founders, by application
Visits
10+ factories and labs
Next
December 6–11, 2026
Location
Shenzhen, China
Format
Small group, working sessions

Who the week is for

  • Founders taking a hardware product from a working prototype toward production.
  • Teams that want the line's questions in the design before tooling is committed.
  • Companies that would rather learn from the people who build the part than from a catalog.

What founders leave with

  • A contacts map of which factories are real, and which are brokers.
  • Time with the people who set up the line — not a sales rep with a catalog.
  • How factories price parts, labour and tooling.
  • Notes from the visits on your design and DFM.

Illuminious

Founder · January 2026

An NPI engineering firm for hardware founders — with the factory underneath it, not a broker in between.

Most contract manufacturers will build what you hand them. Very few will tell you that the enclosure won't release, that the tolerance stack won't survive a drop test, or that the design has quietly added three weeks and a mold to the schedule. That feedback is the difference between a product that ramps and one that stalls.

Illuminious is built around that idea: a design and engineering firm first, with production attached. NPI engineering, DFM, prototyping and tooling, backed by production I own and operate in Shenzhen and Batam — a manufacturing operation with roots going back to 2003. The engineering review and the production line answer to the same company, not two vendors blaming each other.

My job is the repositioning: from a catalog of manufacturing services to a partner that hardware founders bring in before the design is frozen.

How an engagement runs

The shape of an engagement is deliberately consistent, even when the product is not. Each stage exists to move a decision earlier, while it is still a CAD change rather than a tooling change.

01 · Architecture
Product definition, industrial design, mechanical and electrical architecture
02 · Engineering
Mechanical and electrical design, PCB / PCBA, tolerance stack
03 · DFM
What the line cannot build, named while it is still a drawing
04 · Prototype
CNC, casting, sheet metal and early samples
05 · Tooling
Molds, first-article inspection and pilot builds
06 · Production
Owned production in Shenzhen and Batam

What the review covers

  • Enclosure and part release: whether the geometry can actually come out of the tool.
  • Tolerance stacks: whether the assembly still works after a drop, heat and a real user.
  • Electronics: PCB / PCBA manufacturability, test access and assembly.
  • Tooling: what the mold adds to cost and schedule before it is cut.
  • Validation: test fixtures, bring-up, and the tests a design has to survive.

Capability

Engineering
NPI, DFM, prototyping
Mechanical
CNC, molding, casting, sheet metal
Electronics
PCB / PCBA
Footprint
Shenzhen · Batam · US
Ownership
Founder & operator
Plant heritage
Back to 2003

Where it is made

The engineering sits in front of production we own and operate in Shenzhen and Batam, with a plant heritage going back to 2003. That ownership is the useful part: a DFM finding does not become a negotiation between two vendors, because the review and the line answer to the same company. Illuminious itself was founded in January 2026; the repositioning is from a manufacturing catalog to a design and engineering firm.

Who it fits

  • AI hardware teams moving from EVT/DVT into pilot and volume.
  • Founders who want engineering in the loop before tooling is cut.
  • Companies that need one accountable partner, not five brokers.
02 Before hardware

I started on the other side of the table: building models, scouting pre-IPO companies, and helping management teams plan listings they were years away from. It taught me how capital decides — and how little a spreadsheet can tell you about whether something can actually be built.

Running cross-border electronics operations out of Shenzhen put me next to the supply chain for the first time. It was not glamorous work, but it taught me what a lead time actually does to a business. I never really went back to the spreadsheet after that. I left the funds at the end of 2025.

The funds taught me the questions investors ask. The Shenzhen years taught me the questions a line engineer asks. The second set is harder to fake, and it is the one I use every day — with founders, and with the factories that have to build what they draw.

2026
UCLA B.S. Computational & Systems Biology · Financial Actuarial Mathematics

Graduated early, September 2026.

2024–25
Zenith Capital Investment Analyst · Los Angeles

Fundraising, pre-IPO scouting and valuation work for a hardware and deeptech fund.

2024–25
RealValue Capital Private Equity Analyst · Los Angeles

Cross-border private equity, financial models and fundraising materials for portfolio companies.

2024
Plug and Play Tech Center Beijing

Deeptech market analysis and deal scouting.

2024
Financial Investment Technology, UCLA Board Advisor

Industry research and financial models around the UCLA China Forum.

2023–24
Fullwill Technology COO & Director of North America · Shenzhen

Consumer electronics operations and North American e-commerce.

2022–24
Research — UCLA & Weill Cornell Signaling Systems Lab · Weill Cornell Medicine

Transcriptomic analysis in R and cancer drug-resistance assays.

03 Away from it

Tennis, Sierra weekends, horror and sci-fi, synthwave, long Bay Area ridges. The life around the work is not a separate brand — it is where most product problems get unstuck.

More on the rest of it

04 Talk