My Projects
AI agents, full-stack apps, blockchain DApps, and mobile experiences
Enterprise Knowledge Agent
Tiered enterprise knowledge platform built on a self-built orchestrator rather than an off-the-shelf framework: every question is routed to curated exact Q&A, cited document RAG, or governed Text2SQL. Document RAG runs MinerU parsing, heading-aware chunking, hybrid vector + full-text retrieval, RRF fusion, and cross-encoder reranking capped at top-5 (+14pp over fusion alone). The model never emits raw SQL — it only adjusts filters and columns inside human-reviewed templates, giving 100% (20/20) end-to-end accuracy.
ASX Mining Financial Chatbot
Production-grade ASX mining RAG chatbot powered by a LangGraph multi-agent supervisor graph. Hybrid dense + BM25 retrieval over 5 companies × 3 years of annual reports, vision-aware PDF ingest (Gemini), two-tier semantic cache, adaptive clarification, SSE streaming, and PostgreSQL conversation persistence.
LangGraph Research Assistant
Full-stack multi-agent research system built with LangGraph. Nested graphs, human-in-the-loop approval, parallel analyst interviews via Send(), dual RAG (Tavily + Exa), SQLite checkpointing, and streamed progress — deployed on Railway + Vercel.
Wheel on Chain
Blockchain-based lucky wheel game platform on Ethereum with Chainlink VRF for provably fair randomness, NFT lottery system, and real-time WebSocket updates.
FamHive
Full-stack family management platform with scheduling, growth tracking, rewards system, billing, and Stripe subscription payments. Serverless architecture with Cloudflare Workers.
Gula Stories
Safe, ad-free bedtime story app for children with age-group recommendations, multiple voices, and vivid avatars — shipped solo to both the App Store and Google Play. Backed by a highly automated AI storybook pipeline: generating and refining stories, deriving image prompts, driving the browser to render illustrations, watermarking, and uploading finished books to the cloud.
Personal Website
A personal website built with Next.js and React to showcase my projects and blog.
My Blog
A simple blog system built with Next.js and Markdown.
© 2026 Tony Ye. All rights reserved.