AI & Machine Learning Services for Red Range 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 Red Range 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 Red Range 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 Red Range 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 renowned multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, collaboration, and capability. Based in Red Range, New South Wales, Australia, we operate throughout the region, providing innovative solutions to businesses across various industries. For over two decades, our team of experts has worked tirelessly to build long-term partnerships with local businesses and organizations, helping them overcome complex challenges and achieve their goals. Our extensive experience in engineering and product development allows us to bring a customer-centric approach to every project, ensuring that the unique needs of each client are met with tailored solutions. At COLETEK, we understand the importance of supporting our clients' growth and development. We work closely with businesses in Red Range, New South Wales, Australia, providing guidance and expertise to help them overcome obstacles and reach new heights. Our capability to deliver innovative products and services has earned us a trusted national reputation, making us a preferred partner for organizations seeking reliable solutions. Our multidisciplinary approach enables us to draw upon our extensive knowledge of various industries, including but not limited to, manufacturing, logistics, and healthcare. By operating throughout the Red Range area, we have developed a deep understanding of the regional landscape, allowing us to tailor our services to meet the specific needs of local businesses. This allows for more effective collaboration, reducing downtime and increasing productivity. As a trusted partner in innovation and reliability, COLETEK is dedicated to delivering exceptional results that positively impact businesses across Red Range, New South Wales, Australia. We believe that by working together, we can achieve remarkable things. By embracing our values of engineering expertise, product development know-how, and customer-centricity, we can help drive growth and success for local organizations. Let’s build something remarkable together.