Building AI agents for procurement at Mercanis and teaching developers how to ship LLM-powered software to production.
- 🏢 AI agents for procurement at Mercanis, an AI-native Source-to-Pay platform with agents built in and integrated with legacy ERP systems
- 🧠 Agentic workflows: tool-calling agents, multi-step orchestration, human-in-the-loop approvals
- 🔌 Model Context Protocol (MCP): connecting LLMs to real business systems and APIs
- 📚 RAG pipelines: embeddings, vector search and grounding answers in enterprise data
- 🛡️ Production AI: evals, observability, guardrails and cost control for LLM apps
- 🎥 1,000+ free videos on YouTube and 500+ articles, now covering AI engineering alongside Node.js, NestJS and cloud
13+ years building software, from enterprise billing systems to AI-native SaaS.
🟣 AI Engineer · Mercanis Feb 2021 – Present · Remote
AI-native Source-to-Pay procurement platform
- Building the workflow orchestration engine that runs procurement AI agents: scheduled, looping and paginated multi-step workflows
- Designing AI agents that automate sourcing, supplier assessment and purchasing tasks
- Integrating agents with ERP and legacy systems through APIs and MCP
- Shipping execution observability: step-by-step traces, condition checks, and stop/kill controls for running workflows
- Building product services with NestJS, microservices, AWS CDK and Terraform
- Leading technical decisions and mentoring developers
- Led client projects across news portals (server-side rendering), IoT dashboards, AR portals and e-commerce
- Architected React + GraphQL + Node.js solutions and managed AWS DevOps infrastructure
- Published reusable NPM modules and UI component libraries
- Built an integrated healthcare eligibility system supporting US government operations (Angular, React, Spring)
- Delivered internal Angular 2 and React training
- Worked on the CBS billing platform for AT&T, used by 40,000+ customer care representatives (Java, Spring, SOA, MQ)
🎓 B.Tech, Computer Science, RTU University, Jaipur (2008–2012)
- 🎥 YouTube channel: courses on AI engineering, Node.js, NestJS and cloud
- ✍️ Medium: articles on AI agents, backend architecture and the JavaScript ecosystem
- 📘 Packt & other publications






