Evidence
System surface
No public screenshot on file—generative preview stands in for the visual layer.
Story arc
How this shipped
End-to-end solutions from database to deploymentThree beats: what pressed against the work, how the stack answered, and what changed once it was live.
I · Constraint
The brief
Fishkeepers struggle to maintain consistent water quality and track maintenance across multiple tanks. Existing apps are basic spreadsheet replacements.
II · Build
The craft
Built PWA with trend visualization for water parameters, AI-powered alerts predicting issues before they happen, species compatibility database, and gamification to encourage consistent maintenance.
III · Proof
What moved after launch
Live at myaqualog.com. PWA works offline for tank-side logging. Predictive alerts catch water quality issues 24-48 hours early. Gamification layer keeps logging cadence consistent.
Inventory