At Sitecore, I contribute to the Marketer MCP platform, building tools that let AI agents securely use enterprise content management and digital marketing capabilities. I built Brand Context MCP tools so agents can retrieve structured brand knowledge at runtime and keep generated content on-brand.
I engineer backend services and retrieval pipelines for agentic workflows, enterprise copilots, and RAG applications. At LOLC TECHNOLOGIES PVT LTD, I developed a website chatbot using hybrid retrieval with Knowledge Graphs and Vector Similarity, along with AI tools for document extraction and internal processes.
At VIRTUAN PTE LTD, I developed an LLM-based application that turned client briefs into structured requirements documents and contributed Golang APIs and backend work for application platforms. My projects include an Edge AI system for plant disease diagnosis and prediction, an Arxiv chatbot, and ongoing research on Sinhala text tokenization.
