# Expertise
Post-Silicon Validation
Hands-on hardware troubleshooting, defining pass/fail criteria for high-speed networking chips, and collaborating with best-in-class engineers to ensure silicon quality.
Data-Driven Yield Optimization
Deep-dive analysis with JMP, PowerBI, and statistical methods to find patterns, improve yields, and cut costs across global fabs and test houses.
Predictive Analytics & AI
Implementing ML models for predictive maintenance, using LLMs to automate root-cause analysis, and enabling natural-language queries over massive test datasets.
Full-Stack Dashboards & Tooling
Custom Python tools, PowerBI/SQL dashboards for real-time production visibility, and KQL pipelines processing streaming test-system data.