AI & Machine Learning Services for Araluen 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 Araluen 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 Araluen 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 Araluen 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 respected multidisciplinary engineering and product development company since 2001, COLETEK is proud to bring its expertise and innovative spirit to businesses operating throughout Araluen, New South Wales, Australia. Based in Araluen, New South Wales, Australia, our team of dedicated professionals takes pride not only in delivering exceptional results but also in fostering strong relationships with local businesses like yours. For over two decades, we've established ourselves as a trusted partner for companies seeking to drive innovation and growth throughout the Australian market. Operating throughout Araluen, New South Wales, Australia, and beyond, our team has a proven track record of success across various industries. By partnering with us, you can tap into our collective expertise, leveraging our engineering prowess to develop cutting-edge products and drive meaningful progress in your organization. At COLETEK, we understand that every business is unique, with its own set of challenges, opportunities, and goals. Our commitment is to provide personalized support tailored to the specific needs of businesses operating within Araluen, New South Wales, Australia. Whether you're seeking to enhance productivity, mitigate risks, or unlock new revenue streams, our team of engineering experts will work closely alongside yours to achieve your objectives. With COLETEK on your side, you can count on a collaborative approach that prioritizes transparency, flexibility, and results. Our engineers possess the necessary expertise to manage complex projects from concept development through execution. By combining creativity with technical know-how, we help clients in Araluen, New South Wales, Australia create practical solutions that drive tangible value. Don't settle for mediocrity when exceptional results are within reach. Partner with COLETEK and tap into our wealth of experience, innovative mindset, and commitment to excellence. Let's build something remarkable together.