AI & Machine Learning Services for Hanging Rock 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 Hanging Rock 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 Hanging Rock 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 Hanging Rock 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 proudly Australian company, we're delighted to serve businesses across Hanging Rock, New South Wales, Australia and beyond. COLETEK is a multidisciplinary engineering and product development company established in 2001, with a national reputation built on reliability, innovation, and collaboration. We've been trusted by a wide range of industries to deliver solutions that drive growth and profitability. Our team of experts is based in Hanging Rock, New South Wales, Australia, and operates throughout the region, working closely with local businesses to understand their unique needs and develop tailored engineering solutions. From cutting-edge technology to tried-and-true processes, we draw on our extensive experience to craft innovative products that meet the evolving demands of industries like yours. At COLETEK, we take pride in our ability to work seamlessly with clients from Hanging Rock, New South Wales, Australia to deliver exceptional results. Our approach is centered around a deep understanding of your business goals and objectives, which enables us to develop solutions that drive real value. Whether you're looking to improve operational efficiency, accelerate product development, or simply respond to changing market conditions, we're here to help. Throughout our 20+ years in operation, we've developed a strong track record of delivering projects on time, within budget, and with the highest level of quality. Our team is passionate about engineering and product development, and we're committed to helping businesses across Hanging Rock, New South Wales, Australia thrive in an increasingly complex environment. If you're looking for a trusted partner to support your operations in Hanging Rock, New South Wales, Australia, or throughout Australia, you've come to the right place. Let us leverage our expertise, innovation, and national reputation to drive growth and success for your business. We look forward to working with you!