隽戈

隽戈

Cloud-Native Architect / SRE Engineer / Tech Blogger
A hybrid profile combining SRE, Cloud-Native, Observability, Data Engineering, Machine Learning and Platform Development. Long-term focus on large-scale distributed system stability governance and AIOps platform construction, with strong platform engineering capabilities to independently complete AIOps system architecture design, core module development, and stability assurance.

Core Capabilities

🛡️ SRE Stability Governance ☁️ Cloud-Native Architecture
📊 Observability Platform 📐 Data Engineering
🤖 Machine Learning 🔧 Platform Development

Tech Stack

Languages
Python Golang Java JavaScript Terraform Ansible
Core Domains
Kubernetes AIOps Prometheus OpenTelemetry Grafana Platform Engineering
Observability
Metric Log Trace Event ELK Skywalking
Data & Messaging
Kafka Flink ClickHouse Elasticsearch
CI/CD & DevOps
Jenkins GitLab CI ArgoCD Helm Kustomize

Community & Open Source

Active Communities
  • Expert Ops Community
  • HAMI Project Community
  • Xinference Community
  • CNCF Cloud-Native Southwest China
  • ArkSphere AI Community
Open Source Experience
kubeasz Project-HAMi higress vllm sglang xinference OpenKruise
Hi, I'm JunGe.

AIOps Capability Pipeline

Familiar with the complete pipeline from multi-source data ingestion to intelligent operations closure:

📥 Metric / Log / Trace / Event → 🔔 Alert Deduplication → 🔍 Anomaly Detection → 🎯 Root Cause Analysis → 📈 Capacity Planning
⚡ Automated Remediation → 📖 Intelligent Runbook → 🧠 Ops Knowledge Base → ✅ Alert Closure

Career Background

Held a key technical leadership role in Singapore Telecom Smart City Project, driving the complete infrastructure evolution from early Mesos to modern Kubernetes cloud-native architecture.

During tenure at Ant Group and leading internet banks, deeply involved in cloud-native transformation of financial-grade core systems. Focused on high-availability infrastructure and platform engineering capabilities, significantly improving delivery efficiency and system elasticity while maintaining financial-grade stability.

Featured Projects

Enterprise DevOps Platform
Architecture / Implementation / DevOps Level 3 Certification

Built enterprise-class private R&D workflow platform from scratch based on GitOps + CI/CD + Kubernetes. Standardized pipelines and automated delivery systems significantly shortened development cycles. Led platform to achieve DevOps Level 3 Certification, establishing industry-leading engineering standards.

AI Heterogeneous Computing Infrastructure
HAMi / vLLM / sglang / GPU Scheduling

Built high-performance heterogeneous computing platform based on HAMi + Kubernetes, achieving vGPU resource pooling and dynamic elastic scheduling. Successfully deployed vLLM / sglang LLM containerization solutions, providing unified, efficient, and scalable computing infrastructure for multi-scenario inference tasks.

Next-Gen AIOps System
Dify / OpenClaw / n8n / LLM Application

Explored deep LLM applications in operations domain using Dify + OpenClaw + n8n framework. Implemented intelligent log attribution analysis, automated fault diagnosis, and self-service ops chatbot, building an AIOps closed-loop system from reactive response to proactive governance.

Large-Scale Observability Platform
Prometheus / OpenTelemetry / Grafana / ELK / Kafka / Flink

Led design and implementation of multi-tenant Prometheus + OpenTelemetry observability platform covering Metric / Log / Trace / Event full链路 data collection and analysis. Built real-time alert stream processing engine with Kafka + Flink for automated alert deduplication, anomaly detection, and root cause analysis, supporting billions of metrics daily.

Personal Vision

Beyond work, committed to connecting with the community through video content creation and technical sharing. Continuously producing high-quality tech Vlogs, sharing practical experience in a visual and systematic way to promote cloud-native and AI technology adoption.

  • 📚 Knowledge: Building systematic tech knowledge base
  • 💡 Insights: Sharing industry trend perspectives
  • 📷 Life: Documenting colorful moments beyond technology