richwu - Overview

Richard Wu | Principal AI Architect

📍 Shenzhen, China | 20+ Years Experience | Open to APAC Opportunities


🎯 Current Focus

Domain What I Do
Agentic Orchestration OpenClaw, OpenCode (3-layer MAS architecture)
Industrial AI Digital Twin for infrastructure (water networks, smart city)
Fintech 20+ years in IB/Hedge Fund (UBS, Nomura, Lehman, Lingfeng Asset)

🔧 Current Projects

OpenCode — 3-Layer AI Task Orchestration

  • Decision Layer (L0) → Coordination Layer (L1) → Execution Layer (L2)
  • Meta-commanders for task routing (S/M/L/XL)
  • Multi-agent workflows with quality gates
  • 4-round automated code review

Scout/Tailor/Tracker — OpenClaw Multi-Agent Pipeline

• Scout: Job discovery & company research • Tailor: Posts/documentation customization & application • Tracker: CRM & interview scheduling

TAGNN — Industrial AI Research (Tsinghua SIGS)

• Spatio-Temporal Graph Neural Network • Topology-Aware Loss Function (38.5% improvement) • 100% Detection Recall in field trials


📊 Tech Stack

Category Technologies
Agentic OpenClaw, OpenCode, Claude Code, Gemini 2.0/3.0, Multi-Agent Systems
AI/ML PyTorch, GNN/GAT, EvoTorch, Transformers, NSGA-II, EPANET
Fintech Python, Java, C++, FIX Protocol, kdb+, InfluxDB, Time Series Analysis
Cloud GCP, AWS, Kubernetes, Docker, Terraform, CI/CD

🏆 Key Achievements

Achievement Impact
100% Detection Recall Field-validated industrial AI trials
1000x Speedup GPU-accelerated evolutionary engines (EvoTorch)
38.5% Improvement Topology-Aware Loss Function for GNN
20% → 8% Leakage AI-driven anomaly detection for water networks
$3M+ Budget Led futures/options trading systems at Lehman Brothers

💼 Experience

Role Company Period
Principal AI Architect & Off-Campus Mentor TSINGHUA SIGS / HUAQING TECHNOLOGY 2024-Present
Chief Solutions Architect Beyond Limits (China) 2022-2024
CTO Lingfeng Asset Management 2013-2022
Director/Sr.PM Jointech Software (UBS, Nomura, Lehman) 2008-2013