AI & Machine Learning Services for Sun 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 Sun 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 Sun 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 Sun 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 or decision-maker in Sun Valley, New South Wales, Australia, you're likely no stranger to the importance of innovation and forward-thinking solutions. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for reliability, collaboration, and capability. With years of experience under our belt, we've had the privilege of serving businesses across Sun Valley, New South Wales, Australia, as well as throughout the country. Our team consists of experts from various disciplines, each dedicated to delivering tailored solutions that meet the unique needs of local businesses like yours. Whether you're looking to overcome a specific challenge or capitalize on new opportunities, our expertise in engineering and product development can help. What sets COLETEK apart is our commitment to collaboration. We take the time to understand your business goals, challenges, and priorities, then work closely with you to develop innovative solutions that meet your unique needs. Our approach is centered around trust, transparency, and a deep understanding of the Sun Valley, New South Wales, Australia market. When you partner with COLETEK, you can rely on our expertise in product development and engineering to drive innovation, improve efficiency, and increase competitiveness. We're not just here to provide solutions – we're committed to building lasting relationships with local businesses like yours. And that's why our reputation as a trusted national player has been built on the strength of our partnerships throughout Sun Valley, New South Wales, Australia. So whether you're looking to transform your operations, streamline processes, or simply find new ways to stay ahead of the curve, we invite you to experience the COLETEK difference. Let's build something remarkable together – in Sun Valley, New South Wales, Australia and beyond.