Moliang Zhou
Machine learning platform leader with 10 years spanning AI infrastructure and applied research. Bridges frontier AI and pragmatic engineering, turning ambiguous mandates into architecture and leading teams from 0-to-1 to org-wide platforms — with deep expertise across the model lifecycle: development, serving, and inference.
System Metrics
Achievements
01 / Vanguard
Featured Operations
Detailed tactical breakdowns of primary architecture and deployments.
World-of-Warships-Stats-Analysis
Data acquisition, modeling, and analysis pipeline for predicting player performance in World of Warships.
ThinkingLab
Design, train, inspect, and deploy neural networks — visually.
mintagent
A decentralized outcome marketplace where buyers pay only for verified task completions via Web3 USDC escrow and AI-assisted verification.
CreditStack
Conversational AI agent that helps users maximize credit card rewards and perks.
Dice-Dine
AI-powered dining concierge that helps you discover the perfect place to eat through natural language conversation.
GoldDigger
Multi-chain crypto token and stock ticker detection system with AI analysis.
intelinv
Intelligent Investment analysis platform. (Co-authored professional collaboration with my wife).
02 / Insights
Technical Writings & Architecture Logs
Deep dives into AI infrastructure, smart contract verifiers, real-time inference, and 0-to-1 systems engineering.
Building Portfolio Showcase: How This Site Automatically Builds from GitHub Repos
An architectural overview of how this portfolio site automatically ingests GitHub API metadata, merges root PORTFOLIO.json contracts and local taxonomy overrides, and pre-renders static HTML pages.
03 / Intel
Publications & Patents
Research output and registered patents.
04 / Database
The Archive
Comprehensive system logs of all minor projects and exercises.