Jin Li (James)

Brisbane, Queensland, Australia
LinkedIn · GitHub · jamesli.work

Profile

AI-native workflow systems builder. I turn business requirements into working AI and web systems across recruitment SaaS, tender review, B2B export software, client commerce delivery, and open-source tooling. I own requirements, architecture, review, testing, deployment, and product tradeoffs.

Current work

AI Systems Builder & Client Delivery Lead · 2025-Present · Brisbane

OptiTalent, Own Product: multi-tenant recruitment product for evidence-first search, candidate review, shortlist decisions, controlled sharing, and recruiter feedback.
Tender Luban, Client Delivery: tender requirement review, company qualification and evidence sufficiency checks, human review, and commercial bid document assembly. Complete technical and price bid generation is not production-ready.
Kinmed, Client Delivery: multilingual B2B medical web platform with 1,344 geo-localised pages, programmatic SEO, hreflang, structured data, and Cloudflare delivery.
Muriersilk, Client Delivery: modern D2C commerce storefront with evidence-gated SEO recovery, structured data, indexation, and production verification.
Memtruth and Piveo, Open Source: evidence and document runtime; self-hostable AI creative workstation.

Operations Lead, Digital Transformation · 2017-2024

Led the transition from paper workflows to an OA and ERP stack across four operating subsidiaries.
Owned workflow redesign, vendor selection, rollout, and change management.
Built operating context in procurement and tender workflows that now informs product and capability design.

External open-source contributions

Cloudflare vinext #646, merged: added cacheForRequest() per-request factory caching.
Cloudflare vinext #1144, merged: added native App Router route type generation.
pi-agent-flow #28, merged: added smart mode for single-purpose tasks.
Vespa #37339, open: adds schema-versioned JSON summary output for inspect profile.

Skills

AI systems and agents · Search, retrieval, citations, provenance, and audit · Multi-tenant product architecture · CLI, MCP, API, web, and desktop delivery · TypeScript · Python · Java · React · Next.js · Astro · FastAPI · Django · Hono · PostgreSQL · Cloudflare · Docker · Programmatic SEO · Structured data

Education

Master of Science in Finance, Asset Management, Brest Business School, 2025
Diploma of Business, Business Administration, TAFE Queensland, 2021

Languages

English · Mandarin Chinese · Cantonese