AI & Machine Learning Services for Carisbrook 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 Carisbrook 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 Carisbrook 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 Carisbrook 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.

Based in Carisbrook, Victoria, Australia, we at COLETEK have a proud history of empowering businesses across the region to succeed and thrive. As a multidisciplinary Australian engineering and product development company established in 2001, our reputation for reliability, collaboration, and capability has been earned through years of serving businesses throughout Carisbrook, Victoria, Australia and beyond. With decades of combined experience and expertise underpinning our operations, we are uniquely positioned to help companies like yours build innovative products, streamline processes, and make informed decisions. By leveraging our strengths in product development, engineering, and project management, we can help your business achieve its full potential. Through our work with businesses located throughout Carisbrook, Victoria, Australia, we have developed a deep understanding of the unique challenges faced by local companies. From navigating regional markets to overcoming logistical hurdles, we know what it takes to succeed in this vital region. That's why we're committed to providing tailored support that addresses your specific needs and goals. At COLETEK, we believe that our role is not just to provide a service or product – but to act as trusted partners who can help your business unlock its hidden potential. By working closely with you to understand your vision and objectives, we can then leverage our domain expertise and cutting-edge capabilities to bring your ideas to life. Whether you're looking to launch a new product, navigate regulatory hurdles, or simply find innovative ways to drive growth, we've got the expertise, capacity, and local knowledge to help you achieve success. So why not reach out to us today and discover how COLETEK can help take your Carisbrook, Victoria, Australia-based business to the next level?