Kavitha Padala

About Kavitha Padala

I’m an AI Engineer with 3 years of experience — including 1.5 years focused on Generative…

Experience

1. Ai Engineer

   Quadrant Technologies

   Jan 2025 — Present · Redmond, WA, US

   Developed an advanced Agent workflow where an Intent Router (LLM) dynamically routes user queries to modules: SQL Generator, SQL+OCR, Barcode API, and Specs OCR- Generated and executed SQL queries, formatted results, and provided structured responses- Retrieved encrypted PDFs via SQL, performed OCR with Document Intelligence, and answered user queries from extracted text- Integrated client APIs, processed JSON results, and delivered precise responses- Indexed PDFs from Azure Blob Storage into Azure AI Search, enabling context-aware LLM responses with citations- Designed and deployed Agentic AI systems using LangGraph, GPT-4.1, and Azure SQL; improved response accuracy by ~40%- Built RAG/GraphRAG pipelines with PostgreSQL, Neo4j, and GPT-4 for ticket resolution and document Q&A, improving resolution rates by 35%- Delivered chatbot UI with Streamlit + FastAPI, implementing semantic reranking and fallback logic for 90%+ top-3 answer accuracy- Developed and fine-tuned LLMs, BERT, and Vision Transformers for NLP, summarization, and image classification tasks- Managed embeddings and preprocessing pipelines for documents, enhancing model grounding and traceability.

Education

• Rowan University

  Master's degree - MS, Data Science

• Jawaharlal Nehru Technological University Hyderabad (JNTUH)

  Bachelor of Technology - B.Tech, Computer Science and Engineering