I’m Ashwani Kumar, a software developer with 13 years of experience building end-to-end full-stack applications—from architecture and database design to deployment and production support. I enjoy turning complex business requirements into reliable software, especially when it involves integrating AI capabilities that are usable by real teams. My core focus is practical AI integration: RAG-based chatbots, text-to-SQL assistants, and locally hosted LLM classifiers delivered as clean, production-ready APIs in C# and Python. Alongside that, I bring strong data engineering and analytics experience with BigQuery pipeline design and BI dashboarding in Looker Studio and Tableau, so the solutions I ship are both intelligent and grounded in solid data foundations.…I’m Ashwani Kumar, a software developer with 13 years of experience building end-to-end full-stack applications—from architecture and database design to deployment and production support. I enjoy turning complex business requirements into reliable software, especially when it involves integrating AI capabilities that are usable by real teams. My core focus is practical AI integration: RAG-based chatbots, text-to-SQL assistants, and locally hosted LLM classifiers delivered as clean, production-ready APIs in C# and Python. Alongside that, I bring strong data engineering and analytics experience with BigQuery pipeline design and BI dashboarding in Looker Studio and Tableau, so the solutions I ship are both intelligent and grounded in solid data foundations.WWWW…