Voice-first assistance
A wake-word interface gives operators a fast, hands-free way to ask questions and trigger common actions.
Voice AI · IoT · Aquaculture
A smarter way to understand and manage an aquarium.
Veronica brings voice interaction, computer vision, behavior analysis, and connected hardware into one approachable aquaculture assistant.
The brief
A useful product starts with the workflow.
Aquaculture monitoring produces a constant stream of visual, behavioral, and environmental information. The product brings those signals into a clear operator experience, making it easier to understand what is happening and act without moving between disconnected tools.
The approach
Intelligence where it creates leverage.
The interface starts with natural voice interaction and a visual dashboard, then connects those experiences to fish-health vision, behavioral anomaly detection, and ESP32-controlled devices. Each layer has a practical role: observe, explain, notify, or act.
System capabilities
Designed as one connected experience.
Fish-health vision
Computer-vision workflows help surface visible health and behavior signals from aquarium imagery.
Behavior anomalies
ConvLSTM-VAE analysis looks for changes in movement patterns that deserve an operator’s attention.
Connected controls
ESP32-connected hardware links software insights to physical aquarium devices and routines.
Unified dashboard
Operational status, trends, and alerts are presented in a single interface designed for quick interpretation.
Human confirmation
Important decisions remain visible and reviewable instead of hiding automation behind a black box.
Technology
Voice AIComputer visionConvLSTM-VAEESP32IoT controlsTime-series analytics
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