Teams at MLabs

Build and maintain end-to-end features across a TypeScript monorepo for onchain financial products. Develop edge-native, serverless, and distributed systems on Cloudflare; integrate Web3 stacks (Viem/Wagmi, smart accounts, SIWE); implement frontend React interfaces; add AI/agent workflows; ensure observability and high test coverage with Vitest and Playwright. Own architecture, security, and system correctness for financial workloads.

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.

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.