
Author
Aman Mundra
(Amandeep Singh)
Founder & CEO, Welzin · Co-founder & CEO, CogNerd · ex-PayPal ML
Chandigarh, India
Aman Mundra (Amandeep Singh) is Founder & CEO of Welzin, a full-stack AI and data firm, and Co-founder & CEO of CogNerd, a platform that tracks how AI engines like ChatGPT and Perplexity see brands. He spent 12+ years building ML systems at PayPal, Koch Industries, TransUnion, HPE and HealthifyMe - including models adding ~$5M/yr to PayPal's authorization rates - with roots in Spark data engineering and recent work in GenAI/RAG, LLM evaluation and fine-tuning. Where most AEO voices come from SEO, his comes from production ML: he builds the instruments that measure how AI engines describe brands. He holds a B.Tech in Computer Science (2010-14), has spoken at KubeCon + CloudNativeCon India 2025, Open Source Summit Japan, KCD Sri Lanka and KubeVirt Summit, and writes at amanmundra.com.
Find Aman elsewhere
Recent writing
- agentgateway: The Data Plane for Agentic TrafficWOSS · July 29, 2026
- How to Contribute to AAIF: The Real On-Ramp to MCP, goose, AGENTS.md and agentgatewayWOSS · July 29, 2026
- Claude Fable 5: what it is, how good it is, and when to use itAI Models · July 16, 2026
- Build a Karpathy-style LLM wiki in Obsidian: the implementation guideAI Tooling · July 16, 2026
- Cloud Native AI, Explained: When Kubernetes Met Machine LearningWOSS · July 15, 2026
- The Apache Software Foundation: Open Source's Other RootWOSS · July 15, 2026
- Agents that do the work, not just chatGenAI & Agents · July 14, 2026
- The PyTorch Foundation: Home of the Open AI Compute StackWOSS · July 14, 2026
