Past work, written as deployable patterns.
Each article breaks down the customer problem, the fast proof of value, and the production system that followed.
Semantic video search for private CCTV operations
Turning a traditional NVR review workflow into natural-language video intelligence that can run fully on premise.
AI agents for commercial cleaning operations
Giving clients live progress visibility while helping admins schedule manpower and spot-check cleaning quality.
An AI marketing dashboard for real-time campaign creation
A RAG layer over marketing data so teams can ask better questions, then launch better campaigns from the answer.
EventSense audience analytics on standard CCTV
Using existing camera feeds to help event organisers understand footfall, dwell, flow, and audience mix.
A modular ERP for inventory, sales, and delivery workflows
Replacing spreadsheet-era operations with stateful workflows and reporting that matched the ground truth.
Cybersecurity and operations support for GCC 2.0 IoT workloads
Supporting ST Engineering's government IoT platform work with security monitoring, Kubernetes operations, hardening, and remediation.