At LS3P Associates Ltd, I built and maintained a Microsoft Fabric business development pipeline that brought listings from six procurement sources into a unified schema, saving about 10 hours of manual work per week.
I also designed a two-stage ranking system that narrowed about 6,000 incoming listings to around 50 high-priority opportunities per day, with results delivered through Power BI. I developed AI-assisted form submission and automated tracking and reminders for renewal deadlines.
At Employee Network Inc (eni), I developed LLM-based conversational AI for an employee mental health support platform and supported fine-tuning experiments with prepared chatbot datasets. My projects include a LangChain and RAG academic assistance chatbot, e-commerce product analysis, and NLP analysis of AI industry coverage.

