Moliang Zhou
AI platform leader with 10 years of industrial experience in engineering and applied research. Focused on foundation models, deep learning, and general platform support, connecting cutting-edge AI with pragmatic engineering to turn research into resilient, production-grade platforms while growing talent and fostering a high-standard engineering culture.
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.
Machine Learning Engineer
- ▹Architect unified model-development platforms supporting large language model fine-tuning across shared compute infrastructure.
- ▹Build high-throughput GPU inference servers with strict latency requirements for mission-critical production workloads.
- ▹Develop agentic ML-platform tools utilizing internal knowledge bases to improve engineer productivity and deployment velocity.
Software Engineer
- ▹Led deep learning solutions from 0-to-1, enabling scalable, code-free training and serving for production systems.
- ▹Streamlined feature release processes across regions to drastically reduce time-to-market.
- ▹Optimized model building and feature extraction pipelines, resulting in substantial annual cost savings.
Research Assistant
- ▹Researched and developed an AI-assisted monitoring system, successfully deployed to partnered medical centers.
04 / Database
The Archive
Comprehensive system logs of all minor projects and exercises.