Paul Royce

About Paul Royce

A graduate of Government Engineering College, Thrissur with a BTech in Mechanical…

Experience

1. Senior Analyst

   Deloitte

   Jan 2023 — Present · Bengaluru, IN

   As a key member of the AI team, I am responsible for the development of Generative AI applications. My core contributions include:* Generative AI Pipelines: Architecting and implementing advanced Retrieval-Augmented Generation (RAG) pipelines, leveraging vector databases for efficient semantic search and retrieval. This grounds LLMs in proprietary data, significantly improving response accuracy and relevance.* Graph-RAG : Implemented Graph-RAG to harness knowledge graphs, enabling deeper contextual understanding by traversing complex data relationships.* LLM Fine-Tuning: Customizing and fine-tuning open-source and proprietary Large Language Models (Llama, Mistral, etc) on domain-specific datasets to enhance performance, reduce hallucinations, and align with specific business needs.* AI Agents & Tools: Designing and building autonomous AI Agents capable of reasoning, planning, and executing tasks by equipping them with custom-built tools and integrating them with external services via REST APIs.* Backend & Integration: Developing scalable Python backend services and APIs to integrate AI capabilities into enterprise applications and workflows.

Education

• Government Engineering College, Thrissur

  Bachelor of Technology - BTech