AI & Machine Learning Services for Black 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 Black 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 Black 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 Black 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 trusted engineering and product development company operating throughout Australia, including Black Range, New South Wales, we're proud to offer tailored solutions that meet the unique needs of businesses in our local community. Established in 2001, COLETEK has built a reputation for delivering innovative and reliable results, serving businesses across Black Range, New South Wales, and throughout the country. With a multidisciplinary approach that spans multiple engineering disciplines, we bring together experts from various backgrounds to collaborate on projects that require creativity, technical expertise, and a deep understanding of local industries. Our team is well-versed in navigating the complexities of regional economies, ensuring that our solutions are both practical and effective for businesses based in Black Range, New South Wales. At COLETEK, we believe that a strong foundation of engineering and product development expertise is essential for driving innovation and growth in local markets. This is why we take a holistic approach to problem-solving, considering factors such as operational efficiency, supply chain management, and environmental sustainability. By taking the time to understand our clients' goals and challenges, we're able to develop tailored solutions that meet their unique needs and help them achieve success. Over the years, we've had the privilege of working with businesses from a wide range of industries across Black Range, New South Wales, helping them overcome technical hurdles, improve operational efficiency, and drive growth. Whether you're looking for support with product development, supply chain management, or simply need expert guidance on a specific project, our team is dedicated to delivering exceptional results that exceed your expectations. So why settle for anything less than the best? At COLETEK, we're committed to bringing our expertise, capabilities, and passion for innovative engineering solutions to businesses based in Black Range, New South Wales. Let's build something remarkable together.