Skills & Technologies
The tools and technologies I use to bring ideas to life
Featured Projects
Some of my recent work
Explainable AI (XAI) in Deep Learning Models for Credit Card Fraud Detection
Research on applying XAI methods for Deep Learning architectures widely known to be used in detecting credit card transaction fraud, including CNN and LSTM with attention mechanisms, trained on Sparkov's synthetic dataset. The main contribution lies in the integration and comparative analysis of three Explainable AI methods: SHAP, LIME and Anchors. Research further evaluates the effectiveness of each XAI method based on Faithfulness, Monotonicity, and Completeness metrics.
Cluster and Cloud Benchmarking
This project demonstrates the deployment and benchmarking of a virtual computer cluster on Microsoft Azure. The system consists of three Ubuntu 22.04 nodes (one headnode and two compute nodes) connected through a shared virtual network (HPC-vnet), using OpenMPI for parallel processing.
Learnspot Content Scraping
A Python tool designed to automatically scrape contents for students from Year 1 to Year 10-11, 11+, and Year 12-13 (A-levels). The scraper extracts quizzes and practice exams from various educational websites using Selenium, Beautiful Soup, LLM models (OpenAI API) and OCR (MathPix API).
My Random Things
Thoughts, insights, and technical blogs
What I learnt when building an Explainable AI (XAI) System and Evaluating their Explainability
XAI: AI systems that not only perform well but also explain their decision-making process.
Read more →Let's Work Together
I'm currently available for freelance work and collaboration opportunities. If you have a project in mind or just want to chat, feel free to reach out!
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