AI & Machine Learning Services for Crangan Bay 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 Crangan Bay 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 Crangan Bay 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 Crangan Bay 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 leader in Crangan Bay, New South Wales, Australia, you're likely looking for trusted partners to help drive your success. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for innovation and reliability. With offices operating throughout Australia, including right here in Crangan Bay, we've got the expertise and resources to support your growth and achieve your goals. At COLETEK, we're not just about providing individual services – we're about building long-term relationships and delivering tailored solutions that meet the unique needs of our clients across Crangan Bay, New South Wales, Australia. Our team of talented engineers and experts work collaboratively with businesses like yours to develop innovative products and solutions that drive success. Based in Crangan Bay, New South Wales, Australia, we're well-positioned to serve local businesses and entrepreneurs, drawing on our deep understanding of the region's industries and markets. Whether you're looking for strategic guidance, technical assistance, or expert advice, COLETEK is committed to delivering outstanding results that surpass your expectations. Throughout our history, we've earned a reputation for our dedication to collaboration and capability, serving clients across various sectors – from manufacturing and logistics to healthcare and education. Our team's diverse skill set enables us to tackle complex projects, overcome technical challenges, and deliver products that exceed industry standards. As you navigate the ever-changing landscape of Crangan Bay, New South Wales, Australia, COLETEK stands ready to support your business, leveraging our expertise in product development, engineering, and innovation. We're proud to operate from this fantastic region, serving businesses like yours with precision, reliability, and a passion for excellence.