7/1/25Less than 1 minute
✉️ lzm_aaron@outlook.com | 🌐 aaronlzm.github.io | 💼 Linkedin
🎯 Brief Summary
Cloud & ML engineer with 5+ years experience. Proven ability to:
- Build scalable cloud services (Azure PaaS products/Kubernetes)
- Implement ML pipelines for real-world applications
- Design ETL -> BI pipelines
- Build devops pipeline
- Deliver full-stack applications (Vue.js/Python)
💼 Professional Experience
Devops Engineer | Bytedance
(2025.8 - Present)
Cloud Solutions Engineer | Microsoft
(2020 - 2025.8)
- Cloud Service Optimization
- 900+ successful technical troubleshooting cases for PaaS environments applications, troubleshooting functionalities on data analyzation/machine learning (Azure Functions/App Service/Azure Container app/Azure static web app)
- .Net application analysis / open source software(Python/NodeJS) sample project / project and troubleshooting
- Devops pipeline design for project deployment and cloud deployment(Bicep/terraform)
- Full-stack Development
- Built internal workflow system with Vue.js frontend and Python Restful API(FastAPI)
- Implemented auto-scaling solutions for containerized applications based on Azure Container app and Azure Function app
- LLM based tooling
- Built RAG systems retrieving internal troubleshooting guide using Azure AI search and autogen to boost accuracy
- GPT functionss for web browsing and querying databases
- Necessary prompt engineering
🎓 Education
MSc Advanced Computer Science
Newcastle University | Graduated: 2019
- Dissertation: Semi-supervised Bayesian CNN GANs for Image Generation
- Key Courses: Distributed Systems, Machine Learning, Cloud Architecture
BSc Internet of Things
Hainan University | Graduated: 2016
🔧 Technical Expertise
| Cloud | ML/AI | Languages | Tools |
|---|---|---|---|
| Azure Services | Generative Models | Python | Kubernetes |
| PaaS Solutions | Deep Learning | JavaScript | Spark |
| Microservices | NLP Applications | SQL | Hadoop |
| CI/CD Pipelines | Bayesian Methods | Jenkins |