kutub Ahmed

I’m a full-stack developer with 3+ years shipping business-critical platforms end-to-end. I’m currently embedded with Mercedes-Benz R&D India, where I turn complex data into usable, high-impact products.

Most recently, I built a RAG-based GenAI chatbot on Azure that converts logistics machine data into a conversational intelligence tool. It’s now in the hands of 500+ users with 150+ daily active sessions, and I improved platform economics with a caching layer that reduces AI inference costs.

I also delivered an enterprise rewards platform for MBRDI, including role-based redemption workflows, and built strong application access and identity management across multiple internal apps using OAuth 2.0 and RBAC. For performance and UX, I used image/optimization techniques to reduce loading time by up to 90% while supporting ~3000 users.

Beyond cloud work, I designed and deployed a cloud-independent, on-prem RAG system using open-source LLMs for restricted environments—enabling AI with zero external cloud dependency for compliance. I’m actively learning and implementing RAG, MCP, and agentic AI, and I’m seeking product-driven, remote-first roles where tech delivers real business value.