AI & Machine Learning Services for Kyogle 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 Kyogle 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 Kyogle 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 Kyogle 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 Kyogle, New South Wales, Australia's local businesses continue to thrive and grow, it's essential they have trusted partners who can deliver innovative solutions to meet their unique needs. For over two decades, COLETEK has been a multidisciplinary Australian engineering and product development company established in 2001, proudly serving businesses across Kyogle, New South Wales, Australia, and throughout the nation. Our reputation for reliability, collaboration, and capability has earned us a trusted national presence. At COLETEK, we're committed to helping local businesses in Kyogle, New South Wales, Australia overcome challenges and capitalize on opportunities. By leveraging our expertise in engineering and product development, we empower industries to innovate, improve, and expand their offerings. Our team of experts is dedicated to working closely with clients to understand their specific needs and deliver tailored solutions that drive real results. COLETEK's extensive experience spans multiple sectors, from manufacturing and logistics to healthcare and energy. We've successfully collaborated with businesses across Kyogle, New South Wales, Australia, from small startups to established enterprises. Our engineers and product developers excel at creating innovative products, processes, and systems that meet the distinct needs of each client. Throughout Kyogle, New South Wales, Australia and beyond, businesses rely on COLETEK's expertise to overcome technical hurdles, improve operational efficiency, and stay ahead in their respective markets. We pride ourselves on being a trusted and knowledgeable partner, always ready to lend our expertise and support to businesses seeking to grow, transform, or simply excel. By partnering with COLETEK, local businesses in Kyogle, New South Wales, Australia gain access to cutting-edge engineering and product development capabilities that can propel their organization forward. Join the ranks of successful companies across Kyogle, New South Wales, Australia who have benefited from our collaborative approach and strategic thinking.