I design and co-build tools that make security work easier, faster and more reliable –
from bots and dashboards to ANPR camera networks and reporting frameworks.
Bots & Automation
RSE Guard Bot
A Telegram-based guard management bot that standardises handovers, checks, shift changes and incident
reporting – reducing confusion and creating usable guard data for management.
Focus: guard accountability • consistent checklists • exportable logs
Vehicle Intelligence
PE-VIS / Vehicle Intel System
A Pretoria East vehicle intelligence concept that combines ANPR/LPR camera hits, WhatsApp/Telegram
intel and SAPS information into practical BOLOs, success reports and route analysis.
Focus: suspect vehicle tracking • cloned plate detection • route mapping
Mobile Ecosystem
Alpha Patroller & Profiler Apps
A planned dual-app ecosystem: Patroller (for logging patrols, operations and session data) and
Profiler (for searching and linking vehicles, people and incidents). Built on a role-based
Firebase/Firebase Firestore backend with a shared dashboard.
Focus: controlled access • sector/station views • clean UX for responders
Data & Dashboards
SAPS Crime Data Dashboard
A structured dashboard concept for SAPS stations that allows weekly case uploads, sector filters,
hotspot mapping and trend analysis (week-on-week and month-on-month) – focusing on raw numbers rather
than just percentages.
Focus: better decisions • hotspot-driven deployments • intel-rich but simple
Camera Networks
ANPR/LPR Deployment Models
Developed practical funding and deployment models for ANPR/LPR cameras across Pretoria East – including
sponsorship structures, Navic integration and standalone solar-powered options – to protect residents,
estates and key routes.
Focus: sustainable funding • unified access • early-warning perimeters
Community Operations
High-Visibility & Joint Ops
Regularly plans and facilitates high-visibility operations with SAPS, CPFs, security companies and forums
– including structured briefings, operation plans, success reports and public safety messaging.
Focus: visibility • deterrence • public reassurance & awareness