FairGig

Gig worker income and rights platform, built in a 24-hour hackathon. Tracks earnings across multiple gig platforms with role-based dashboards for workers, verifiers and analysts.

• Statistical anomaly detection service (FastAPI) that flags unusual deductions, sudden income drops and commission discrepancies.
• Secure screenshot verification flow and a print-friendly certificate engine that renders verified income reports for banks and landlords.
• Async grievance-tracking microservice in Node.js that logs, tags and clusters complaints, with anonymised city-wide medians to protect worker privacy.

Architected the anomaly detection service, the verification and certificate flows, and the grievance microservice.