Ishan Vel

Research Analyst, StackAuthority

Ishan Vel focuses on execution-level engineering patterns for AI systems, with emphasis on operational resilience, governance, and architecture-first delivery.

He holds an M.S. in Computer Science from Georgia Institute of Technology and brings 9 years of experience in AI engineering operations. Outside work, he spends weekends on long-distance cycling routes and restoring old mechanical keyboards.

Coverage Areas

• AI engineering and LLMOps implementation
• Production reliability and governance controls

Published Articles

• Why LLMOps Diverges from MLOps: A Technical Framework
• Runtime Governance for AI Systems: When Pre-Deployment Testing Isn't Enough
• Architecture-First AI Delivery: A Framework for When to Plan Before Prototyping