At KompiTech, I optimize RAG bots and AI agents for IT support workflows, develop IT process automation, and service and maintain servers at enterprise data centres.
At Qling.ai, I developed agentic AI systems and RAG solutions for venture-building. Earlier, as a Machine Learning Developer Intern there, I built an email-categorisation system using BERT and XLM-RoBERTa, automated dataset pipelines, and deployed models on Azure ML.
At Fellowship.ai, I built a RAG enterprise search assistant from the ground up, indexing Confluence knowledge-base content and implementing an LLM + RAG pipeline with advanced retrieval. My projects include an on-device macOS AI threat-triage tool and a financial management agent.

