AI & Machine Learning Services for Hovells Creek 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 Hovells Creek 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 Hovells Creek 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 Hovells Creek 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 trusted national player in the engineering and product development scene since 2001, COLETEK is proud to serve businesses across Hovells Creek, New South Wales, Australia. Our multidisciplinary expertise has been honed through years of collaboration with clients from various sectors, offering unparalleled reliability and capability. With our headquarters based in Hovells Creek, we're well-positioned to support your ambitions, whether you operate a small startup or an established enterprise. Our innovative approach, combined with extensive experience in engineering and product development, empowers us to tackle complex challenges head-on. We've built long-lasting relationships with clients from various industries, from manufacturing to healthcare. When you partner with COELTEK, you can rely on our expertise to boost your operations' efficiency, innovation, and overall competitiveness. Working closely with local business owners in Hovells Creek, we develop tailored solutions that address specific pain points and enhance operational performance. Our proficiency spans multiple domains, allowing us to integrate seamlessly into any organization's workflow. By sharing our knowledge and collaborating with your team, we empower you to drive growth, optimize resources, and achieve your strategic goals. COELTEK operates throughout Australia, serving businesses like yours in Hovells Creek, New South Wales, Australia. We take pride in being a trusted extension of your operations, providing support whenever and wherever needed. As you navigate the constantly evolving business landscape, our flexibility, adaptability, and commitment to innovation guarantee that we can help you stay one step ahead. So why choose COELTEK? Our unwavering dedication to engineering excellence, combined with our extensive experience in product development, sets us apart as a trusted partner for businesses across Hovells Creek. We're not just another engineering firm – we're the reliable ally you need to propel your organization forward.