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.
ThinkingLab
Design, train, and deploy neural networks — visually.
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).
World-of-Warships-Stats-Analysis
Data acquisition, modeling, and analysis pipeline for predicting player performance in World of Warships.
02 / Intel
Publications & Patents
Research output and registered patents.
03 / Timeline
Professional Experience
Career trajectory and primary directives.
Staff Machine Learning Engineer
- ▹Architected and built the organization's first real-time LLM and embedding-model serving platform, enabling flagship product initiatives and revenue growth.
- ▹Defined and architected a unified ML development platform—from classic deep models to 100B+ LLMs—accelerating the organization's time-to-impact.
- ▹Drove advertiser-facing ML products (retrieval, ranking, and recommendations) to unlock significant nine-figure annual revenue growth.
Software Development Engineer
- ▹Architected a 0-to-1 deep-learning platform enabling code-free training through serving at scale, adopted across teams.
- ▹Led the language-model inference engine under strict latency and reliability bars, significantly improving user experience.
- ▹Re-architected cross-team feature-release pipelines and optimized model building, driving substantial annual cost savings and efficiency gains.
Research Assistant
- ▹Built and deployed an AI-assisted surgical-monitoring system, successfully deployed to partnered medical centers.
04 / Database
The Archive
Comprehensive system logs of all minor projects and exercises.