AI & Machine Learning Services for Kooreh 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 Kooreh 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 Kooreh 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 Kooreh 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we've been supporting businesses across Kooreh, Victoria, Australia and beyond with our expertise in designing, developing, and delivering innovative products and systems. Based in Kooreh, Victoria, Australia, we're intimately familiar with the unique challenges and opportunities that come with operating a business in this region. Our team has extensive experience working with local entrepreneurs, startups, and established companies alike, providing them with customized engineering solutions to drive growth and success. We believe that strong partnerships are essential for developing cutting-edge products and systems. Our team of experts collaborates closely with clients to understand their needs and goals, then applies our deep understanding of the latest technologies and materials to deliver innovative solutions that meet those requirements. By working together, we can overcome even the most complex engineering challenges and bring new ideas to life. As a trusted national player in the field of engineering and product development, COLETEK has earned a reputation for delivering reliable and effective solutions across a range of industries. Our portfolio includes successful projects spanning multiple sectors, from automotive and aerospace to medical devices and consumer products. Whether you have an existing design or a new concept, we're here to help you turn your vision into reality. From conceptualization to prototype development, testing, and finally, production-ready manufacture, our team has the skills and expertise to guide your project every step of the way. With COLETEK as your partner, you can rest assured that your product or system will be designed and developed with the utmost care, quality, and attention to detail. So why not explore how our engineering solutions can support your Kooreh, Victoria, Australia-based business? Whether you're a startup looking to bring a new product to market or an established company seeking to enhance your existing offerings, we'd love the opportunity to discuss your needs and see how we can help. Let's build something remarkable together.