
SHREEJA STUDIO
Building AI Agents LLM Solutions and Automation Creating Cinematic AI Videos and
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Senior Software Engineer
Autodesk
Nov 2022 - Aug 2026 • 3 yrs 9 mos
Built Agentic AI workflows using LangGraph, MCP, and LLMs to automate complex analysis and decision-making processes. Developed RAG-based AI systems using Amazon Bedrock, OpenSearch, Qdrant, and Pinecone for enterprise knowledge retrieval. Integrated AI agents with Jira, databases, APIs, document repositories, and external tools using MCP. Designed multi-agent workflows for failure analysis, evidence collection, validation, and automated Jira ticket creation. Developed document intelligence pipelines supporting Word, HTML, Markdown, XML, and DITA documents. Built scalable FastAPI microservices and asynchronous, event-driven workflows using Kafka and Redis. Implemented prompt engineering, AI guardrails, confidence scoring, citation retrieval, and RAG evaluation to improve AI reliability. Containerized AI applications using Docker and supported cloud deployment, CI/CD, logging, monitoring, and AWS infrastructure. Developed OCR-based document processing using Amazon Textract and integrated extracted content into AI/RAG workflows.