Designed "The Curator's OS," a multi-player curation system enabling external analysts to verify, refine, and scale the Moncho database through a secure sandboxed environment.
Situation
Transitioning from an internal-only data model to a scalable crowdsourced expert network required a robust "Human-in-the-Loop" validation system to maintain data integrity.
Task
- •Designed a Change Request and Audit Log architecture that sandboxes AI-generated and user-submitted market data.
- •Built a dedicated Analyst API workflow enabling researchers to safely push validated JSON data to a staging queue for admin review.
Result
- •Shifted market intelligence collection from single-player manual entry to a scalable, multi-player expert network.
- •Established an immutable, transparent record of truth for emerging market data with exact contributor attribution.
My Contribution
- •Architected the Change Request and Audit Log system for strict data governance.
- •Developed secure ingestion APIs for local analyst scripts to sync with the central database.
Key Results
100% Verified
Data Integrity
Ensured production data is protected via sandboxed staging and mandatory admin review loops.
Multi-player
Scalability
Decoupled data collection from internal bottlenecks securely.
Skills & Technologies
system architectureapi developmenthuman-in-the-looppostgresqltypescriptdata governance