Lim Xin Yi.

• Platform Engineering: Co-built ShogunOS, a multi-tenant AI operations platform running 10 isolated departmental AI agents per company, working across the FastAPI backend, React portal, and vector-search knowledge layer from architecture to live customer deployment.
• Agent & Integration Architecture: Designed provider abstractions spanning 10 business domains so each vendor backend (accounting, HR, CRM, and more) plugs in behind one standard tool contract, and built the departmental dashboards that surface live business data in place of mock content.
• Security & Multi-Tenancy: Implemented role-based access control with department-scoped permissions and tenant isolation, then closed the platform's bot, onboarding, chat, and file-attachment attack surface across six rounds of adversarial review.
• Delivery Infrastructure: Automated provisioning, install verification, and job backup/restore to make full multi-agent deployment a reproducible ~30-minute run, and set up test-gated CI running ~500 tests on every pull request.

Developed an Intelligent Loan Advisory & Compliance Matching Platform utilizing a Dual-RAG and Hybrid Neuro-Symbolic architecture to eliminate AI hallucinations, transforming LLMs into verifiable, policy-anchored decision engines that reduce inference costs by 90%.

Built an end-to-end judging platform featuring a multi-LLM (OpenAI, Gemini, Claude) auto-review pipeline and OCR preprocessing for evaluating competition proposals.

Recognized for building an on-chain credit lending standard that utilizes World ID and TEE-based MPC wallets to enable under-collateralized loans across multiple chains.