Rubin James
BACK TO WORK INDEX
GROWTH SYSTEMSSTATUS: ACTIVE BUILD2026 // Owned product

Coworking Prospector

Evidence-backed prospecting, scoring, and intent engine for commercial space acquisitions.

Coworking Prospector search and scoring interface
Rubin's RoleFull-stack development, scoring algorithm design, data pipeline architecture, UI design.
Tech Stack
ReactTypeScriptPythonFastAPIPostgreSQLTailwind CSS
RepositoryPrivate

01 //THE OPERATIONAL PROBLEM

Outbound sales teams waste hours manually identifying growing local companies likely to need flexible workspace.

02 //THE APPROACH & SOLUTION

Engineered a data aggregation engine that scores company growth signals, hiring spikes, and lease expiration indicators.

03 //PROCESS X-RAY

BEFORE STATE

Disconnected spreadsheets, unverified manual intake, and slow response loops.

IMPLEMENTED RESULT

Automated routing, single source of truth, and transparent execution metrics.

04 //VERIFIED PROOF & OUTPUT

Identifies 150+ high-intent regional prospect accounts weekly with verified decision-maker emails.

05 //WHAT REMAINS INCOMPLETE / LIMITATIONS

Currently optimized for North American metro markets.

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