Sumanth Reddy

Generative AI Engineer with 8 years of experience across software engineering, data engineering, AI/ML, and enterprise solution development. I specialize in building LLM-powered applications, Retrieval-Augmented Generation (RAG) pipelines, intelligent search solutions, and NLP-based systems that solve real business problems. I have hands-on experience working with Python, LangChain, LangGraph, Hugging Face Transformers, OpenAI APIs, Azure OpenAI, TensorFlow, and PyTorch to design and deploy scalable AI solutions. My work includes document intelligence, semantic search, text summarization, entity extraction, vector database integration, prompt engineering, and model evaluation. I also bring strong experience in data pipelines, MLOps, and cloud-based AI deployments using Databricks, Snowflake, Docker, Kubernetes, MLflow, Azure, and AWS. I enjoy building secure, explainable, and production-ready AI systems that align with enterprise needs, compliance expectations, and measurable business outcomes. I am especially interested in Generative AI, LLM application development, RAG architectures, AI agents, and intelligent automation.