Resume

Next.js 16 · React 19 · TypeScript · Tailwind CSS · Supabase · Vitest · Playwright

• ▸Built a full-stack platform to help Macquarie University students manage academic planning, deadlines, and campus navigation in one place
• ▸Developed features including academic planning tools, campus navigation, multilingual support (with RTL layout), and responsive mobile-first design
• ▸Implemented secure authentication with TOTP-based MFA, row-level security, rate limiting, and comprehensive test coverage to strengthen reliability and user security
• ▸Added accessibility and internationalisation improvements to align the platform with WCAG principles and inclusive design practices
• ▸Deployed via GitHub Actions and Vercel with CI/CD pipelines, integrating testing, security, and deployment practices across the full project lifecycle

Python · PyTorch · scikit-learn · Streamlit · Jupyter · Grad-CAM

• ▸Designed and implemented an end-to-end image classification pipeline to evaluate five deep learning architectures on the CIFAR-10 dataset
• ▸Compared training-from-scratch and transfer learning approaches under controlled conditions, with MobileNetV2 reaching 85.53% test accuracy and outperforming a custom CNN by nearly 30 percentage points
• ▸Applied modern training techniques, including data augmentation, cosine annealing learning rate scheduling, and progressive unfreezing, to improve convergence and generalisation
• ▸Extended the project with Grad-CAM interpretability, INT8 quantisation, command-line inference tools, and a Streamlit interface to support analysis and deployment

• ▸Designed and maintained a WordPress business website, improving mobile responsiveness and achieving faster page load times through performance and SEO optimisation
• ▸Supported internal systems and workflow automation using Monday.com, improving team coordination and reducing manual overhead
• ▸Diagnosed and resolved recurring technical issues across the website and internal systems to minimise disruption
• ▸Collaborated with stakeholders to gather requirements and ensure digital presence aligned with business needs

• ▸Provide personalised product recommendations by understanding customer needs and room requirements
• ▸Collaborate with sales, logistics, and warehouse teams to resolve customer queries
• ▸Maintain product displays and support stock availability during busy trading periods

• ▸Delivered customer service in a fast-paced retail environment, processing high-volume transactions accurately
• ▸Resolved customer concerns with professionalism and empathy