AI & Machine Learning Services for Browns Mountain 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 Browns Mountain 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 Browns Mountain 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 Browns Mountain 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 with a solid reputation spanning over 21 years. Since our inception in 2001, we've been committed to helping businesses across Browns Mountain, New South Wales, Australia thrive by providing innovative solutions that transform their operations. Based in Browns Mountain, New South Wales, Australia, but operating throughout Australia, COLETEK's expertise spans a broad range of industries and sectors. We've developed a unique capability to understand the complexities of your business, leveraging our collective experience to deliver tailored engineering and product development services. Our team is dedicated to collaboration, ensuring that we're not just solving problems, but also enhancing productivity and efficiency. Whether you need support with supply chain management, process optimization, or new product design, we're here to guide you through the journey. Our goal is to become an extension of your organization, providing reliability and trustworthiness you can rely on. In Browns Mountain, New South Wales, Australia, local businesses face unique challenges that require creative solutions. With COLETEK's expertise in engineering and product development, we've helped many organizations navigate these complexities and drive growth. By combining our deep understanding of your industry with cutting-edge tools and techniques, we'll help you achieve your objectives. Whether you're looking to improve existing processes or launch a new product, our team is committed to delivering exceptional results that exceed your expectations. With COLETEK as your trusted partner, you can rest assured that you're working with experts who understand the Browns Mountain, New South Wales, Australia market and the needs of local businesses. As we look to the future, we remain steadfast in our commitment to the region and its people. We believe that by supporting businesses across Browns Mountain, New South Wales, Australia, we can contribute to a stronger economy and a better quality of life for all.