Recent Projects
Spearheaded the delivery of multiple AI-powered solutions for CMS, including semantic search, conversational AI, and intelligent automation. Projects included:
Customized Chat Solution
LLM-Powered Conversational AI
Led the design and deployment of a conversational AI solution using large language models (LLMs) to enhance knowledge access for agency users. Optimized prompt engineering to improve response quality and contextual accuracy. Integrated Retrieval-Augmented Generation (RAG) leveraging agency-specific knowledge bases, significantly boosting information relevance and user satisfaction.
AI-Enhanced Document Processing & Retrieval
Procurement documentation and processing
Led the development of an AI-powered document management solution, integrating semantic and hybrid search to streamline retrieval and automate processing. Enhanced data security, improved decision-making speed, and delivered $12M+ in annual cost savings through AI-driven efficiency.
AI-Augmented Business Process Automation
Document Summarization Tool
Delivered an LLM-powered summarization tool that automated daily project report analysis, reducing processing time from hours to minutes. Successfully deployed within 6 weeks, embedding AI into core CMS business workflows for enhanced efficiency and decision-making.
