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Real projects. Measurable outcomes.

Flutter Mobile Imaging App – Applied Research

Challenge

A research client needed a mobile app for precise image/video capture with consistent framing and metadata for downstream analysis.

Solution

Designed a Flutter app with custom camera controls, guided overlays for repeatable capture, offline-first storage with background sync, and secure upload with traceable metadata.

Results

Improved capture accuracy and reproducibility, reduced bad-take rates, and streamlined the research data collection workflow.

Technologies
Flutter Dart Native Camera APIs Background Services Secure Storage

Ontario Beaches Coastal Intelligence Platform

Challenge

A client needed actionable insights from weather and wave data to predict Ontario beach conditions and understand crowd density for safety and operations.

Solution

Built ingestion and modeling pipelines for multi-source weather/wave datasets and integrated a Computer Vision module for people counting using Detectron and YOLO models.

Results

More accurate beach condition predictions and reliable crowd estimates to support planning, staffing, and safety decisions.

Technologies
Python Pandas Detectron2 YOLOv5 YOLOv10 OpenCV Flask Cloud Hosting

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