Projects

A personal website that doubles as a compact community platform: JWT authentication with email OTP verification, a blog that members can write and illustrate from the browser, a testimonials wall and a staff-only admin panel.

• Email-OTP registration, with token refresh handled seamlessly in the Axios client.
• Blog cover images upload directly from the author's device and are validated on both client and server.
• Five switchable background animations and an interactive skills globe, all respectful of reduced-motion preferences.

Designed around challenges experienced first-hand on the shop floor: end-of-day reconciliation, stock counts and shift-handover notes in a single place, so every incoming team starts fully informed.

• Cash-drawer reconciliation that flags discrepancies the moment they are entered.
• Stock thresholds that surface replenishment needs before a shelf runs empty.
• Shift-handover notes attached to the day rather than to individual memory.

A forecasting notebook evolved into a compact service that cleans transaction exports, engineers seasonal and promotional features, and compares several models before serving weekly predictions.

• Feature engineering for weekday, seasonal and promotional patterns.
• Model comparison across linear, tree-based and gradient-boosted baselines.
• Interactive Plotly charts for reviewing forecast error by product line.

Design work spanning my internship years and beyond — logos, banners, posters and social templates delivered as a reusable kit rather than one-off files, so a business can continue producing on-brand material independently.

• Logo systems with documented spacing, colour and usage rules.
• Editable social templates that allow clients to publish without a designer.
• Print-ready collateral prepared alongside the digital set.