Jagadeep Avula

About Jagadeep Avula

As a Frontend Web Developer with over two years of post-grad experience, I\'m passionate…

Experience

1. Ai Software Engineer

   One Click Immigration

   Dec 2024 — Present · Sunnyvale, CA, US

   Building a production-grade AI agent system using LangGraph and LangChain, implementing advanced orchestration patterns with conditional edge routing for dynamic tool selection in response to user queries • Developed a Graph DB-based Retrieval-Augmented Generation (RAG) system with advanced similarity search mechanisms, enhancing information retrieval capabilities by 45% • Designed and implemented a React frontend with interactive visualizations for multi-modal retrieval, combining vector semantic search (pgvector) and structured database queries for comprehensive expert matching • Fine-tuned small language models using LoRA/QLoRA techniques for domain-specific applications, optimizing performance while reducing computational requirements by 60% • Participated in weekly cross-functional planning sessions with designers and PMs, translating complex user requirements into intuitive React component hierarchies and responsive interfaces • Engineered conversational interfaces with LangGraph, LangChain, LangSmith, and LangFuse for observability and continuous improvement of ethical and responsible AI systems • Created a tool-augmented LLM system utilizing OpenAI’s GPT-4o models with specialized prompting techniques, improving accuracy of domain-specific query responses by 40%

Education

• Rajalakshmi Engineering College

  Bachelor of Engineering - BE, Computer Science

• Oregon State University

  Master of Engineering - MEng, Computer Science