AI & Machine Learning Services for Ashby Island 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 Ashby Island 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 Ashby Island 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 Ashby Island 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 in Ashby Island, New South Wales, Australia, you demand reliability, collaboration, and capability from your partners. At COLETEK, our multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering exceptional results across various industries. With clients throughout Australia and nationwide, including Ashby Island, New South Wales, Australia, we're poised to support your innovative spirit. Our team of skilled engineers and product developers has extensive experience in tackling complex projects, fostering creative solutions that meet the unique needs of businesses like yours based in Ashby Island, New South Wales, Australia. By combining cutting-edge technologies with a deep understanding of industries, we craft tailored packages that streamline processes, boost efficiency, and open new opportunities for growth. At COLETEK, we're more than just an engineering and product development company – we're dedicated to building strong relationships with local businesses across Ashby Island, New South Wales, Australia. Our collaborative approach ensures seamless communication, shared goals, and a passion for driving results that align with your long-term vision. Operating throughout Australia, including Ashby Island, New South Wales, Australia, we've earned the trust of industry leaders by consistently delivering high-quality products and solutions that propel their growth and success. Our capabilities extend beyond traditional boundaries, embracing innovation, adaptability, and a commitment to excellence. Whether you're seeking cutting-edge engineering expertise or pioneering new product development solutions based in Ashby Island, New South Wales, Australia, COLETEK stands ready to support your ambitions. Let us bridge the gap between innovation and execution for businesses across Ashby Island, New South Wales, Australia – we're here to empower your vision.