Founding full-stack engineer
Constellation / Matchbox
A digital-twin and prototype-tracking system spanning RFID, QR, NFC, and workflow integration. It replaced spreadsheet-based visibility with a real operating surface for valuable physical assets and global collaboration.
A system connecting physical objects to digital visibility.
Constellation / Matchbox gave teams a shared system for identifying, tracking, and interacting with prototypes and related assets as they moved through real-world workflows.
High-value prototypes were moving through fragmented, low-visibility processes.
The existing operating model depended too heavily on spreadsheets and disconnected handoffs, creating loss risk, weak visibility, and poor system confidence across global teams.
Backend and workflow architecture across a phygital system.
System framing
Connected digital-twin concepts to operational prototype handling in a way that non-technical stakeholders could actually use.
Integration logic
Worked across RFID, QR, and NFC touchpoints and the backend interfaces required to unify them.
Security and visibility
Helped design a platform where chain-of-custody and access visibility were meaningful business capabilities, not side effects.
Experience extension
Extended the same systems thinking into the Paris 2024 scavenger-hunt activation inside a consumer-facing environment.
Inputs from the physical world, system logic in the digital one.
- Physical identifiers such as RFID tags, QR codes, and NFC interactions.
- Backend services to resolve identity, location, and workflow state.
- Operational surfaces to expose visibility, movement, and status to internal teams.
- A digital-twin layer that treated prototype state as a first-class systems problem.
Treat real-world complexity as a systems design problem.
- Unify multiple sensing and interaction mechanisms rather than letting them become separate sub-projects.
- Design around workflow reliability and visibility instead of novelty alone.
- Keep the system legible enough for enterprise adoption across regions and teams.
Constraints
The system had to work across geographies, teams, and real-world handling environments while protecting valuable IP.
Impact
Improved supply-chain visibility, reduced prototype loss, and helped protect more than $50M in IP across North America, EMEA, and China.
Next
The next evolution would be a richer event timeline and clearer audit-oriented reporting layer for every asset journey.