AI & Machine Learning Services for King Valley 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 King Valley 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 King Valley 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 King Valley 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 business owner in King Valley, Victoria, Australia, you're no stranger to the challenges of running a successful operation. From navigating local markets to staying ahead of the competition, there are many things to consider when seeking to build and grow your business. At COletek, we believe that trusted partnerships are key to achieving your goals. As a multidisciplinary Australian engineering and product development company established in 2001, our team has dedicated itself to supporting businesses like yours across King Valley, Victoria, Australia and throughout the country. With over two decades of experience in providing innovative solutions for a wide range of industries, you can rely on us to bring your vision to life. We operate with a sense of urgency, understanding that every second counts when it comes to getting your product or service to market. Our collaborative approach puts your needs at the forefront, fostering an environment where creativity and problem-solving thrive. Here in King Valley, Victoria, Australia, we take pride in being a part of the local community. We believe that our roots in this place have allowed us to tap into the unique cultural values and entrepreneurial spirit that define our region. By partnering with COletek, you'll gain access to a wealth of expertise, knowledge, and know-how that can't be replicated anywhere else. Whether you're looking to launch a new product, improve operational efficiency, or stay ahead of the curve in terms of technology, we've got your back. Our people are dedicated to building long-lasting relationships with clients like yourself, based in King Valley, Victoria, Australia, who share our values and commitment to excellence. As a business owner in this scenic corner of Victoria, you deserve a partner that understands your localized needs and challenges. We've walked the walk in King Valley, Victoria, Australia – we know what it takes to succeed here and are well-equipped to provide support tailored to the specific conditions and requirements of our region. What sets us apart? It's not just our impressive resume or wealth of experience; it's the unwavering commitment we make to every project we take on. We're not just engineers, developers, or consultants – we're partners who care deeply about seeing you succeed. Here at COletek, we've made a promise to ourselves: we'll always listen, always learn, and always strive for greatness in everything we do. And now, we invite you to join us on this journey, based in the heart of King Valley, Victoria, Australia.