What we are working on now

CARE-GATE: Cost-Aware Uncertainty Gating for Digital Twin based IoT Intrusion Response

Conference · Conference 2026 · 2026

Conference manuscript · Digital Twin IoT intrusion response

CXG-DT: Confidence- and Explanation-Gated Digital Twin Response for IoT Intrusion Handling

Conference · ICETCONF 2026 · 2026

ICET / International Conference on Emerging Technologies (CMT submission)

PoseDepth-CMP: A Comparative Analysis of OpenPose COCO and MPI Keypoint Models for Contour-Guided Monocular Person Depth Estimation with Adaptive Selection

Journal · Journal (under review) · 2026

Journal manuscript · Computer Vision / Pose & Depth

Hybrid Approaches to Semantic Text Understanding: Bridging Traditional NLP and Deep Learning

Conference · Conference 2025 · 2025

Conference manuscript · Semantic NLP

CXG-DT · Confidence- and Explanation-Gated Digital Twin IoT Response

Digital Twin response framework for IoT intrusion handling with calibrated confidence, selective SHAP and gated monitor / throttle / isolate actions.

CARE-GATE · Cost-Aware Uncertainty Gating for DT Intrusion Response

Cost-aware response policy that combines detector confidence, explanation stability and Digital Twin residuals before choosing monitor, throttle or isolate.

PoseDepth-CMP · OpenPose COCO vs MPI for Person Depth Estimation

Locked-seed comparison of OpenPose COCO and MPI keypoint models inside a contour-guided monocular person depth pipeline, with adaptive model selection.

Smart Fitao AI · Cloth Size Prediction, 3D Try-On & Seller Studio (FYP)

AI-powered cloth size prediction for tailors, 3D virtual try-on, a 24/7 chatbot with 3D product recommendations, and a seller 3D studio — presented at LCCI.

CodeVista · 3D Runner Learning Lab

Interactive student coding platform with XP progress, weekly programs and a live 3D runner — Pause, Next, Replay and Run for hands-on practice.