AI & Machine Learning Services for Mount Rankin 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 Mount Rankin 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 Mount Rankin 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 Mount Rankin 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a trusted national reputation for delivering innovative solutions that empower businesses across Mount Rankin, New South Wales, Australia and beyond. Headquartered in the heart of this vibrant region, we share a deep understanding of local challenges and opportunities, allowing us to tailor our expertise to meet the unique needs of entrepreneurs, innovators, and decision-makers like you. Our team's passion for collaboration and problem-solving stems from years of experience working with diverse industries, from manufacturing to healthcare. Based in Mount Rankin, New South Wales, Australia, we're perfectly positioned to support local businesses seeking innovative engineering solutions that drive growth, improve efficiency, and foster competitiveness. Our multidisciplinary approach brings together skills from mechanical, electrical, and software engineering disciplines, ensuring our clients receive a holistic understanding of the complex technologies driving their industries. Throughout our history, we've been committed to building long-term relationships with local partners in Mount Rankin, New South Wales, Australia. By working closely alongside you, we listen, advise, and implement solutions that meet your specific needs. As an engineering and product development company, we're uniquely positioned to navigate the intersection of technology and industry trends, enabling businesses like yours to capitalize on new market opportunities. Whether seeking to improve operational efficiency, enhance customer experiences, or develop new products, COLETEK's trusted reputation as a reliable partner makes us the ideal choice for businesses operating throughout Mount Rankin, New South Wales, Australia. Our dedication to empowering local innovation is driven by our commitment to collaboration and mutual success. In working with COLETEK, you can expect seamless communication, timely project delivery, and expert guidance from experienced engineers who understand the complexities of your industry. We're not just an engineering company – we're a partner in your journey toward growth, improvement, and long-term success. When you need innovative solutions that drive business excellence, trust the local experts at COLETEK.