Jul 2024 – Present · 1 yr 10 mos · Remote

• Engineered an AI-powered bank statement parser that eliminated $100K+/year in vendor costs (81% reduction) by routing Malaysia's top 5 banks through internal processing with automated fallback - zero manual intervention required.
• Built a fully serverless document linking pipeline (AWS Lambda + EventBridge + SQS) that cut document retrieval time by 70% and recovered 20+ hours of manual work per week - deployed with zero downtime.
• Contributed to migrating legacy Java services to a Node.js using AI Agents, significantly reducing infrastructure overhead and improving horizontal scalability.
• Designed a centralized risk decisioning engine supporting 6 entity types; ensured 100% audit compliance and prevented cross-system fraud propagation.
• Accelerated delivery cycles by 86% (from 4 weeks to 5 days) by delivering a compliance automation platform using AI-assisted development and no-code tooling.
• Orchestrated multi-vendor credit bureau integrations with 20+ validation layers, automating 90% of loan pre-screenings for 30,000+ monthly applications.
• Owned production reliability across core financial pipelines — resolved 400+ incidents with 75% same-day closure rate, maintaining high availability for systems processing 30,000+ monthly loan applications.

Jul 2022 – Jun 2024 · 1 yr 11 mos · Remote

• Architected customer onboarding MVP with 95% successful conversion, securing $200K funding and enabling company expansion into the Malaysian market.
• Engineered a high-throughput loan processing platform handling 30,000+ monthly applications with a consistent ~500ms API response latency.
• Built an Instant Approval system with vendor Perfios API, reducing bank statement parsing time by 85% and slashing support tickets by 97%.
• Automated Loan Renewal workflows, eliminating 30 hours of manual processing weekly (99% reduction, from 30 hours to 15 minutes).
• Designed a pre-screening microservice for micro-loans, automating 90% of Questnet validations and saving 20+ hours of manual review weekly.
• Developed a serverless Auto Top-Up platform (AWS Step Functions), reducing operational workload by 80% and generating $150K in annual savings.

Jan 2022 – Jun 2022 · 5 mos · Remote

• Engineered and deployed microservices integrating 12+ internal services, reducing loan application processing time by 90%
• Designed automated loan origination and underwriting workflows using Camunda, streamlining financial processing across Southeast Asia
• Integrated CLIK credit reporting APIs, saving $20K annually, reducing system latency 30%, and decreasing production issues by 75%
• Refactored legacy codebases and service integrations, improving maintainability, readability, reducing complexity, and enabling long-term scalability
• Increased unit test coverage to 85% for critical services and 95% for new APIs, strengthening system reliability, deployment confidence, and regression prevention