
NetBrain system
Designed reports and dashboards for network issue visualization (Observe Network change and help troubleshoot).
Designed core network features, including Benchmark, Golden Engineering Studio, OpenPath, and Map. Work with PMs and play a key role in the cross-function team.

01
Report and Dashboard
A visually concise overview of detailed network assessments to streamline your understanding of your multi-vendor network performance and security with only a simple glance.
I have designed four types of dashboards in the past few years. They help users quickly and straightforwardly observe network issues and then direct engineers to do further troubleshooting actions.
02
Golden Engineering Studio
Proactively discover and eliminate network risks by continuously assessing the network against known failure patterns and industry best practices.
Use colour, patterns, and data to tell the network’s story — making the current state clear and guiding fast remediation
Core Values
Move from reactive to proactive operations
Prevent incidents before business impact occurs
Turn every outage into a network-wide learning opportunity
Leverage industry knowledge, not just internal experience
Continuously expand automated coverage of hidden vulnerabilities


03
Network Visualization & Troubleshooting
Designed a single source of truth that helps network engineers visualize their network, understand configuration changes, and troubleshoot faster through command-first workflows.
Core Values
Easy discovery of their network with an always-up-to-date digital twin
Understand what changed and where
Troubleshoot faster with command-driven workflows and AI-assisted insights
04
Runbook
Design Runbook Template to make every network change safe by enforcing design intent through automation before, during, and after change execution.
Core Values
Eliminate configuration drift as a primary source of outages
Make network intent machine-enforceable, not document-dependent
Standardize and automate high-frequency changes
Validate impact at every stage of change
Shift risk control from humans to the system

