Teams at MLabs

Build and maintain high-performance web scraping pipelines: develop extraction code, handle dynamic content and pagination, ensure data quality and storage, monitor and scale distributed scraping infrastructure, and optimize processes for large-scale AI data ingestion.

Own sourcing, negotiating, and executing creator partnerships across Chinese and English channels to drive user/agent activation. Build a tiered KOL CRM, run localized campaigns and livestreams, enforce anti-fraud, and report on conversion-focused attribution and performance metrics.

Translate complex institutional loan-market workflows into clear, testable functional specifications and acceptance criteria. Own specification authoring, QA/UAT planning and execution, defect triage, and client-facing workshops. Collaborate with design for wireframes, leverage AI tools to accelerate documentation and testing, and ensure engineering readiness for delivery.