RETAIL SHELF MONITORING SYSTEM
A retail chain was losing significant revenue to out-of-stock products that staff were not catching quickly enough. Manual shelf checks were slow, inconsistent, and expensive to scale across multiple store locations.
We built a real-time YOLOv8 computer vision system that monitors shelf stock across 200 SKUs using existing store cameras. The system detects out-of-stock conditions within seconds and pushes alerts directly to the store management dashboard, triggering restocking workflows automatically.
TECHNICAL STACK
TECHNICAL STACK
PROCUREMENT AUTOMATION AGENT
A manufacturing company was spending hours each week manually checking supplier stock levels, comparing prices, and raising purchase orders. The process was slow, error-prone, and tied up senior staff in administrative work.
We built an autonomous LangChain agent that monitors supplier stock levels, compares prices across vendors, generates purchase orders, and sends approval requests without any human input. The agent runs on a schedule and only escalates when exceptions occur.
MEDICAL IMAGE CLASSIFICATION API
A healthcare clinic needed a faster, more consistent method for reviewing X-ray images. Manual review was creating bottlenecks and the volume of images was growing faster than the clinical team could handle.
We built a CNN-based X-ray classification system with Grad-CAM explainability that highlights the regions of each image that influenced the classification decision. The system is integrated into the clinic workflow via a REST API and provides clinicians with a confidence score and visual explanation for every result.
TECHNICAL STACK
TECHNICAL STACK
E-COMMERCE AUTOMATION SUITE
An e-commerce business selling across three platforms was spending hours each day manually processing orders, sending customer emails, chasing reviews, and keeping inventory counts in sync. The manual workload was limiting growth.
We built a comprehensive n8n automation suite that handles order processing, customer communication, review collection, and inventory synchronisation across all three platforms simultaneously. The business now operates its full e-commerce back office with zero manual intervention.
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