Ashmit Gautam

I’m a Generative AI & LLM engineer focused on building production-ready, agentic AI systems and LLM-powered applications. I specialize in prompt engineering, RAG systems, and LLM orchestration (Gemini API, LangChain), with a strong emphasis on reliability and workflow design.

My work centers on multi-agent orchestration, agent memory management, and tool-enabled automation for complex reasoning and intelligent information synthesis. I enjoy turning messy, real-world tasks into structured agent workflows that can execute end-to-end.

On the full-stack side, I’ve built GenAI features using React and Next.js, and exposed AI capabilities through FastAPI with REST APIs and real-time streaming (WebSockets). In internship roles, I integrated generative AI into production-grade frontend experiences and built FastAPI endpoints for full-stack GenAI pipelines.

I also bring deep learning and NLP foundations—transformers, CNNs, and semantic similarity approaches—plus practical experience with vector databases and evaluation of LLM outputs. I’m Oracle Cloud Gen AI certified, and I’m excited to keep scaling intelligent systems that deliver measurable user value.