I will build custom computer vision and object detection models

South Africa

I speak English, Afrikaans, Dutch
Software developer and data scientist based in Cape Town, South Africa. Previous work as a computer vision engineer at Cloudline Dynamics, creating a vision based guidance system for an autonomous ai...
About this Gig

Are you looking to automate visual inspections, process satellite imagery, or deploy edge AI solutions?

As a Data Engineer and Computer Vision specialist with a Masters degree in Computer Science, I design and deploy robust computer vision models tailored to your operational requirements. Whether the application involves livestock monitoring, biomass auditing, or automated security detection, I provide end-to-end solutions from data processing to model deployment.

What I Offer:

  • Object Detection & Tracking: Custom model training (YOLO, Faster R-CNN) for real-time or batch processing.
  • Edge AI Integration: Optimization and deployment of models on edge devices, including LoRaWAN-connected hardware.
  • Geospatial & Satellite Imagery: Processing and analysis of aerial and satellite data for environmental or agricultural monitoring.
  • Image Classification & Segmentation: Precise categorization and pixel-level analysis for quality control.

Technologies & Frameworks:

  • Python
  • OpenCV, TensorFlow, PyTorch
  • YOLO architectures
  • Edge computing platforms

Why Choose Me? Practical experience in developing computer vision architectures and engineering the data pipelines that support them.

APIs:

Microsoft Computer Vision AI

Amazon Rekognition

Expertise:

Image processing

Feature learning

Classification

Programming language:

Python

SQL

Java

MLflow

Amazon SageMaker

Tools:

Jupyter Notebook

OpenCV

TensorFlow

MLflow

Amazon SageMaker

Frameworks:

Scikit-learn

SimpleCV

Keras

PyTorch

Panda

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