Projects

LLM-Generated REST API Test Adequacy

Research project examining whether large language models can generate REST API test suites that faithfully reflect the intended specification, or whether they encode a hidden interpretation bias. Forms the basis of the paper submitted to RASE Workshop @ ASE 2026.

Depth-Derived Fall Detection for Elderly Care

A CNN-LSTM network that learns geometric feature sequences from depth-camera data to detect falls in elderly individuals, aimed at privacy-preserving, camera-based healthcare monitoring. Forms the basis of the paper submitted to BECITHCON 2026.

Automated Attendance System (Face Recognition)

An undergraduate project applying computer vision and face recognition techniques to automate classroom attendance tracking, reducing manual overhead for instructors.

Industry Software Projects

As Project Manager at WebAlive Australia and previously at Bit Mascot (Pvt.) Ltd, I have managed the delivery of multiple production software systems, including Engine, RGS, Mining Hub, and Locum West - covering requirements analysis, sprint planning, API and database testing, and release coordination. Details of these engagements are available on the Professional Experience page.