Avinash Prajapati

I am an M.Tech candidate in Artificial Intelligence with hands-on experience building scalable backend services and AI-powered products. I combine advanced Python engineering, asynchronous systems design, and modern ML/LLM toolkits to deliver reliable, high-performance solutions.

My work includes developing an AI-driven natural language-to-SQL engine with schema-aware validation, an automation platform that executes system-level workflows, and a speech transcription and intelligent rewriting pipeline. I focus on reducing latency, improving throughput, and improving reliability through profiling and async architectures.

I collaborate effectively in Agile teams, contribute to production debugging and optimization, and continually apply new frameworks such as LangChain, vector databases, and PyTorch to solve real-world problems. I seek opportunities to build robust LLM/agent-driven products at the intersection of systems and AI.