Work
Selected systems.
A factual record of applied AI and operational software built across commerce, service operations, internal tools, and product delivery.

Premium Retail BI Dashboard
The business needed a clearer way to track performance across sales, purchases, procurement, ad spend, revenue, and day-to-day operations. Data entry and reporting needed to be structured enough for owners and stakeholders to understand the business without chasing scattered files or manual summaries.

Property Operations Platform
The cleaning company needed a system for short-term rental owners and internal teams to manage cleaning jobs, scheduling, staff workflows, and operational visibility. The product also needed a path toward future PMS integrations without overbuilding too early.

Drive-Through Coffee Platform
A new drive-through coffee venture needed a software platform before launch: backend, staff portal, admin operations, and customer-facing mobile apps. The system had to support order flow, operational clarity, and a fundraise-ready product story.

Premium Retail - Shopify Consumer App
The business already had a Shopify website, but wanted a dedicated iOS and Android app for a more direct premium retail experience. The app needed to connect to Shopify without rebuilding commerce primitives from scratch.

Artizen
The project needed a credible platform connecting emerging creative talent with SMEs. The experience had to feel more serious than a simple student project: public presence, onboarding, brief intake, matching, review, and admin operations.

Movium
Motion graphics are often hard to produce quickly when teams need repeatable data-driven videos, branded updates, or structured visual explanations. The product explores how AI can help generate motion scenes while keeping validation, preview, and rendering reliable.