At IBL Group, I built and integrated an LLM-powered chat interface with a central SQL data warehouse, giving managers natural-language access to live operational data across five departments. I also delivered the surrounding full-stack analytics platform, replacing manual spreadsheet reporting and automating PDF reports and scheduled email delivery.
As an AI Trainee at IBL Group, I built a retrieval-augmented search over customs tariff data and document-understanding pipelines for freight documents, then took the models from prototype to a deployed FastAPI API and web interface. My projects include EmpathyBot, a winning human-centered AI chatbot, and a parking management platform combining computer vision with a full-stack application.

