I rebuilt IdeaIgnite as a Retrieval-Augmented Generation chatbot grounded in Final Year Project guidance material. It answers student questions about topic selection, documentation, and project planning, reducing manual advising overhead.
At Excelerate, I built AI-driven solutions and a customer churn prediction system, working on data preprocessing and feature engineering. I also designed Power BI dashboards at Excelerate and contributed to Roman Urdu named entity recognition research.

