Goutham Byrraju

Role-Based Access Control on RAG Chatbot.

• Enhanced OCR with custom modes for accurate text extraction from complex documents dumped in SharePoint.
• Used cluster-based semantic chunking and Azure AI Search for scalable retrieval, with document-level access control.
• Implemented document-level RBAC, where the admin assigns permissions per document and user authentication via OID and Group ID filters document indexes.
• Built a secure query filtering system, ensuring users only receive answers from authorized documents, preventing access to restricted content.

AI-Powered Dossier Generation System -

• Developed an ADVANCED multi-document analysis engine processing cross-functional team inputs.
• Built intelligent content synthesis, generating complex data tables, flow charts, and chemical diagrams.
• Implemented country-specific customization, supporting multiple regulatory frameworks.
• Achieved a 90% reduction in the regulatory affairs team workload through intelligent automation.

Custom Agent for Excel Analysis.

• Developed a custom AI agent using LangGraph for Excel sheet analysis and statistical queries.
• Built comprehensive SQL agent processing multiple datasets with automated ETL pipeline
• Created an intelligent query system that translates natural language to complex SQL queries.
• Integrated Matplotlib and Seaborn for dynamic data visualization and analytics.

Cloud Infrastructure and Deployment.

• Dockerized AI applications with optimized configurations for production deployment, deployed scalable solutions on Azure Web Apps and Container Apps with auto-scaling, and implemented comprehensive monitoring and logging systems for production applications.

• Developed robust backend APIs for enterprise HR management system, enhancing functionality and performance.
• Utilized Node.js, Express.js, and Sequelize to build scalable employee record management.
• Applied multithreading optimization for large-scale data processing and implemented comprehensive testing frameworks.
• Demonstrated proficiency in API development, database management, and system optimization with proven reliability improvements..