AI & Machine Learning Services for Warners Bay 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 Warners Bay 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 Warners Bay 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 Warners Bay 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 honored to have established ourselves as a trusted partner for businesses across Warners Bay, New South Wales, Australia, while achieving national recognition for our innovative approach to engineering and product development. Since 2001, our multidisciplinary team has been dedicated to empowering local companies like yours with the solutions they need to thrive in an ever-evolving landscape. As you navigate the complexities of your industry, you deserve a partner that understands your unique challenges and tailors its expertise accordingly. That's where we come in – COLETEK is proudly based in Warners Bay, New South Wales, Australia, but our capabilities extend far beyond our local borders, operating throughout Australia to support businesses like yours. We've honed our skills through extensive experience across a broad range of fields, allowing us to tackle even the most complex projects with confidence and ease. Our track record speaks for itself: we've helped countless organizations in Warners Bay and surrounding areas overcome seemingly insurmountable hurdles, delivering innovative solutions that drive growth, improve efficiency, and enhance performance. By investing in our clients' success, we're not just building products – we're forging lasting relationships built on trust, collaboration, and mutual respect. In today's fast-paced business environment, you need a partner that can adapt to your evolving needs while providing unwavering support and guidance. At COLETEK, we take pride in being an extension of your team, working closely with you to develop customized solutions that address your specific pain points. Throughout Australia – including Warners Bay, New South Wales, Australia – our trusted reputation speaks volumes about our commitment to delivering exceptional results. When you partner with us, you can rest assured that your project is in capable hands. Whether your business requires design, development, optimization, or something entirely new, we're well-equipped to tackle even the most ambitious initiatives. Our multidisciplinary team comprises experienced engineers and product developers who share a passion for innovation and problem-solving. So why wait? Reach out to us today to explore how our expert engineering and product development capabilities can propel your Warners Bay, New South Wales, Australia-based business forward – contact us now to take the first step towards building something truly remarkable together!