FootfallCam

Kuala Lumpur, Malaysia

Company Overview

FootfallCam uses 3D cameras to provide people counting solutions, helping businesses make better decisions.

Company’s Linkedin Profile: FootfallCam

I worked with the AI team to integrate and deploy AI models, improving our footfall counters.

Product I work on

More details here: FootfallCam 3D Pro2

My Role

• Managed daily tasks and weekly sprints in an Agile environment using Odoo.
• Researched and Deployed a segmentation API with FASTAPI, achieving ~37% accuracy in model integration.
• Deployed API detecting depth map anomalies using CREStereo-generated groundtruth and OpenCV.
• Contributed to data labelling, and designing essential templates in Label Studio.

Lesson Learned

• Be more sensitive to numbers (e.g., accuracy, precision, recall, etc.) when working with AI models.
• Prioritizing reliability across all cases is often better than pursuing high accuracy alone.