Builder / Researcher / Operator

Building at the intersection of AI, Web3, Data & Finance.

GitHub X Portfolio Email

AI AGENTS   MCP   ON-CHAIN DATA   WEB3   DATA   FINANCE

_{Guangzhou, China · GDUFS · Open to internships, remote collaboration & builder opportunities}

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[01] WHO   [02] PROOF OF WORK   [03] BUILDS
[04] CAPABILITIES   [05] EDGE   [06] CONTACT

I build at the intersection of technical systems, emerging protocols, and public communication.

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AI Judge & Backend Contributor — contributing to the judge logic, backend flows, MCP reputation layer, and verification path inside the async GitHub collaboration.

AI Judge logic · deterministic PASS / FAIL · verdictReasoningHash
/api/judge · /api/judge-and-settle · MCP + The Graph reputation flows
Subgraph / Arc Testnet validation · Prisma persistence · API checks · debugging · tests

TypeScript Node.js Prisma MCP LLM The Graph EVM Arc

GitHub → · Demo: reproducible local flow in the repository

This is a contribution record, not a founder claim. The system is interesting because it makes AI evaluation inspectable and useful to agents.

Problem — autonomous agents need a safer way to decide who to hire and when to settle.
Build — AI Judge + escrow + MCP reputation workflow.
Stack — TypeScript · Prisma · The Graph · EVM.
Evidence — ETHOnline 2026 build; APIs, tests, persistence, and validation flows.

Repository

Problem — PC buying advice is fragmented across major, budget, and device constraints.
Build — an open-source CLI that turns those inputs into practical recommendations.
Stack — Python · standard library · tests · CI.
Evidence — public repository with docs, contributing flow, tests, and roadmap.

Problem — exported chat data is noisy, long, and difficult to revisit.
Build — local processing pipeline for parsing, chunking, summarising, and exporting research notes.
Stack — Python · Ollama · Qwen · HTML parsing · local processing.
Evidence — local AI workflow for finance-oriented chat analysis; no data upload by default.

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I can move between code, research, content and community without losing the technical context.

Blockchain Security · AI Agent Wallets · Web3 Infrastructure
AI × Finance · On-chain Data

RESEARCH  →  TRANSLATE  →  PUBLISH  →  ENGAGE

I use GitHub, X, and my portfolio to make technical research visible, understandable, and open to conversation.

X / Twitter · GitHub · Portfolio

International hackathon experience · English technical research · bilingual content · async Git collaboration

BUILDING   AI × Web3 projects
LEARNING   AI Agents · On-chain Data · Data Systems
EXPLORING  AI × Finance · Developer Ecosystem

Electronic Music / Composition   Visual Art / Drawing   Digital Culture / Anime

Guangdong University of Foreign Studies
B.S. Data Management and Data Analytics · 2026–Present

FLTRP English Competition — Zhejiang Provincial First Prize ×2
Python Electronics Society Level 4 · High School Debate — Top Award

AI / Web3 internships · Remote collaboration · Open-source contribution
Developer Ecosystems · Technical Content · Builder opportunities

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$ whoami
MIA_Ether

$ focus
AI × Web3 × Data

$ next
Keep building.

GitHub · X · Portfolio · Email