AI & Machine Learning Services for North Brother Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for North Brother or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for North Brother services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for North Brother or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a business owner or technical decision-maker in North Brother, New South Wales, Australia, you understand the importance of partnering with a reliable and innovative engineering partner to drive your growth. With COLETEK, you can count on us to provide the expertise and capabilities needed to bring your project from concept to reality.

Established in 2001 as a multidisciplinary Australian engineering and product development company, we've built a strong reputation for delivering exceptional results across various industries. Our team of skilled engineers is committed to collaboration and working closely with our clients to understand their unique needs and challenges. This approach enables us to develop tailored solutions that meet the specific requirements of your business in North Brother, New South Wales, Australia.

At COLETEK, we're driven by a passion for innovation and a desire to help businesses across North Brother, New South Wales, Australia thrive. We operate throughout Australia, providing trusted engineering support to clients from various sectors, including but not limited to manufacturing, healthcare, energy, and more. Our expertise and capabilities are built on the foundation of reliability, trustworthiness, and a strong commitment to delivering exceptional results.

We take pride in our ability to work seamlessly across all aspects of engineering product development, ensuring that your project is executed efficiently and effectively. With COLETEK, you can be confident that your business interests will be respected, and your expectations exceeded. We operate in North Brother, New South Wales, Australia, and are dedicated to serving the local community with top-notch engineering services.

If you're looking for a trusted partner to help you drive innovation and growth in North Brother, New South Wales, Australia, we invite you to explore our capabilities and learn more about how we can support your business. Whether you have a specific project or need ongoing engineering support, we're here to help.