AI2024Independent project
AIWorkMasters
An independent project exploring practical uses of AI in everyday work — built solo as a way to experiment with AI-assisted product ideas.
Overview
A personal experiment in building around AI: turning a rough idea into a working product, and testing where AI genuinely helps versus where it just adds noise.
The problem
AI moves fast, and the only way to keep a real feel for it is to build with it — not just read about it.
The solution
Built a focused web product around an AI-assisted workflow, shipped it, and used it as a testbed for prompt design, integration patterns, and where to keep a human in the loop.
Architecture
A web application with an AI-assisted core — modern frontend, an API layer that orchestrates model calls, and a data layer behind it.
Key features
- AI-assisted workflow at the core of the product
- Built and shipped solo
- A testbed for integration patterns and human-in-the-loop design
Technical challenges
- Designing around model output that varies run to run
- Deciding where AI adds value and where it does not
Outcome
A working independent product and a sharper, first-hand sense of building useful things with AI.
Behind the build