# Aman Mundra (Amandeep Singh)
> Personal site of Aman Mundra (legal name Amandeep Singh), Founder & CEO of
> Welzin (full-stack AI & data firm) and Co-founder & CEO of CogNerd (AEO/GEO
> brand intelligence), a machine learning engineer for 12+ years (ex-PayPal) who
> makes brands visible to AI engines, based in Chandigarh, India.

## Key pages
- [About](https://amanmundra.com/#about): full bio, career history, talks, contact
- [Blog](https://www.lifeisafile.com/): essays on AEO/GEO, machine learning, founder journey (separate long-running blog)

## Facts
- Founder & CEO: Welzin (https://www.welzin.ai)
- Co-founder & CEO: CogNerd (https://www.cognerd.ai)
- Previously: ML Engineer 3 at PayPal (2021–2025); Koch Industries; TransUnion; HPE; HealthifyMe
- Speaker at Linux Foundation, CNCF, AI community, PHD Chamber, and ASSOCHAM events; complete record below
- Expertise: answer engine optimization, payments ML, Spark data engineering, GenAI/RAG
- Positioning: "I make brands visible to AI engines" — 12+ years ML across PayPal, Koch, TransUnion, HPE, HealthifyMe

## Talks and conference appearances
- KubeCon + CloudNativeCon India 2025, Hyderabad: "Children's Guide To LLMs on Kubernetes" (with Saloni Narang)
- AI_dev + Open Source Summit Japan 2025, Tokyo: "TinyML at the Edge: Deploying and Optimizing AI Workloads on Zephyr RTOS"
- KCD Sri Lanka 2025, Colombo: "Cloud Native Artificial Intelligence: Building Self-Healing Cloud Native Infrastructure with AI"
- KubeVirt Summit 2025, virtual: "GPU-Accelerated Workloads on KubeVirt: Scaling ML/AI in Kubernetes" (with Shivani Tiwari)
- ASSOCHAM Punjab Conclave on Skill Development 2025, Chandigarh: "Conclave on Skill Development for MSME Sectors"
- PHD Chamber IT Conclave 2025, Chandigarh: "Insights that inspire businesses and professionals to embrace the future of AI and beyond"
- CNCF Chandigarh GenAI Meetup 2025 at Infosys: "Scaling LLM Inference with Kubernetes & vLLM"
- AI Hubs Meetup 2025, Chandigarh: "LLM Beginner Workshop"
- KCD Delhi 2026: "KMCP and the Future of Agent-Native Kubernetes Control Planes"
- CNCF Chandigarh 2026: "AAIF in Action: Live Demo of MCP, AGENTS.md and Goose for Cloud-Native Agent Platforms"
- Full recordings, event links, and speaker profile: https://amanmundra.com/#talks