AI & Machine Learning Services for Muswellbrook 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 Muswellbrook 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 Muswellbrook 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 Muswellbrook 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 operating in Muswellbrook, New South Wales, Australia, you understand the importance of having access to reliable and trustworthy partners who can help bring your products or services to life. For over 20 years, COLETEK has been serving businesses across Muswellbrook, New South Wales, Australia, and throughout Australia, offering a unique combination of engineering expertise and product development capabilities. With our multidisciplinary team based in Muswellbrook, New South Wales, Australia, we've established ourselves as a trusted partner for companies seeking innovative solutions that drive growth and success. Our national reputation for delivering high-quality products and services has earned us the confidence of businesses operating across various industries, from manufacturing to healthcare and beyond. What sets us apart is our ability to collaborate with clients like yours to develop tailored solutions that meet their specific needs. We take a comprehensive approach to engineering and product development, leveraging our expertise in design, prototyping, testing, and optimization to deliver products that are both innovative and reliable. By partnering with COLETEK, you can rest assured that your project is in good hands. Whether you're looking to bring a new product to market, improve operational efficiency, or address complex engineering challenges, our team of experts based in Muswellbrook, New South Wales, Australia is ready to support you every step of the way. We're committed to delivering exceptional results and exceeding your expectations, ensuring that your project stays on track and achieves its full potential. As a local business owner or technical decision-maker operating in Muswellbrook, New South Wales, Australia, you deserve access to trusted partners who can help drive growth and success. That's where COLETEK comes in – we're proud to be based in Muswellbrook, New South Wales, Australia, and committed to serving businesses across this region. So why wait? Let's work together to build something remarkable. Contact Us