Research
Research at the intersection of computing, AI, systems, and cybersecurity.
2026
Multitask Learning for Autonomous Vehicle Perception
AI / Computer Vision — Research on feature sharing, semantic segmentation, and monocular depth estimation in multitask learning.
2026
Multimodal AI for Early-Stage Zero-Day Ransomware Detection
Cybersecurity / AI — Research direction combining static PE, host behaviour, and network telemetry under zero-day evaluation.
2026
Case-Based Reasoning for Academic Performance Prediction
AI / Education — Multi-indexing CBR research for intelligent academic performance prediction.