For my final-year project, I developed a Real-Time DDoS Detection & Mitigation System, cleaning packet-level network traffic data and engineering 65 statistical features to identify malicious behavior.
I used exploratory analysis and classification models to distinguish malicious from benign traffic, then designed an interactive dashboard to visualize traffic trends and attack statistics.
In my MindCare Chatbot project, I organized assessment data in a structured SQL database and built a processing pipeline for personalized recommendations. I’m also building a RAG pipeline to evaluate retrieval relevance.
