Technology Consulting Services

Enterprise Software Consulting

With 5+ years of experience building production AI, computer vision, and IoT-integrated security systems, I help organisations design intelligent infrastructure — from training and deploying ML models to building event-driven IoT platforms and robust DevOps pipelines.

4+
Years Experience
100+
IoT Devices Managed
50%
Avg. Performance Boost
AWS
Certified Solutions Architect
API Development
RESTful APIs, tRPC procedures, and modern API design
Embedded Systems
Arduino, Raspberry Pi, and embedded Linux systems

Consulting Services

Comprehensive technology consulting services tailored to your business needs and technical challenges.

Object Detection & Model Deployment

Training, benchmarking, and deploying production-grade object detection models with configurable model-selection layers for zero-downtime switching.

  • • Model selection & benchmarking (ConvNeXt, Faster R-CNN, YOLOX)
  • • Production model deployment on edge devices
  • • Multi-model inference pipelines
  • • TensorFlow / Keras model training

Real-time Inference Pipelines

Designing asynchronous, multi-threaded CV inference systems that process live video feeds with bounded queues and dedicated worker threads.

  • • Async camera frame ingestion & queuing
  • • Background worker thread architecture
  • • Hot model & rules reloading
  • • Detection filtering, rescaling & downstream dispatch

Behaviour Analytics & Alerting

Building analytics engines on top of object detections — polygonal ROI matching, contour tracking, and rules-driven alert dispatch.

  • • Polygonal region-of-interest matching
  • • Loitering & directness displacement detection
  • • Per-tag confidence scoring & scheduling
  • • Automated Telegram & cloud alert dispatch

Backend & API Integration

Building the backend services that connect AI output to the rest of your system — RESTful APIs, dashboards, and third-party integrations.

  • • Django & Flask REST API development
  • • Real-time AI data feeds (Telegram, webhooks)
  • • Web-based security dashboards
  • • Third-party platform integration

Technical Stack

Object Detection Models

ConvNeXt
Faster R-CNN
YOLOX
YOLOv3

ML Frameworks & Libraries

TensorFlow
Keras
OpenCV
dlib

Production AI Capabilities

Inference Pipelines
Behaviour Analytics
Edge Deployment
Real-time Alerting

Certifications & Education

AWS Solutions Architect

Associate Level

Amazon Web Services certification demonstrating expertise in designing distributed systems on AWS platform.

April 2023

BSc Electrical & Computer Engineering

University of Cape Town

Specialized in High Performance Computing, Embedded Systems, and Computer Science.

July 2021
Honours Degree

IITPSA Associate Member

Institute of Information Technology Professionals South Africa

Professional registration with South Africa's leading IT professional body, demonstrating commitment to ethical practice and continuous professional development.

Since 2021

Consulting Services & Rates

Flexible engagement models to suit your project needs and budget.

Hourly Consulting

$30/hr

Perfect for specific questions

  • Technical advisory
  • Code reviews
  • Architecture consultation
  • Email support
Book Session
Most Popular

Project-Based

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Complete solution delivery

  • Full system implementation
  • CI/CD setup
  • Documentation included
  • Post-launch support
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Retainer

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Ongoing technical support

  • 40 hours per month
  • Priority access
  • Team mentoring
  • Monthly strategy calls
Contact Me

Ready to Build Something Great?

Let's discuss your technical challenges and explore how my expertise in IoT, DevOps, and software architecture can help your organization succeed.