AI & Machine Learning Services for The Sandon 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 The Sandon 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 The Sandon 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 The Sandon 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 built a trusted national reputation for delivering reliable, innovative solutions to businesses across The Sandon, New South Wales, Australia. With over two decades of experience, we operate throughout the country, serving businesses in The Sandon, New South Wales, Australia, and supporting their growth and development. As businesses in The Sandon, New South Wales, Australia continue to evolve and adapt to changing market conditions, they require trusted partners that can provide expert guidance, cutting-edge technology, and collaborative support. At COLETEK, we pride ourselves on being more than just an engineering company – we're a long-term partner for our clients' most complex challenges. Our experienced engineers and product developers work closely with businesses in The Sandon, New South Wales, Australia to understand their unique needs and develop tailored solutions that enhance their operations. By combining the latest technologies and innovative thinking with traditional engineering expertise, we create value-driven products and services that meet the specific requirements of local businesses. At COLETEK, we're committed to delivering exceptional results for businesses in The Sandon, New South Wales, Australia. Whether you're seeking expert advice on product development, or innovative solutions to optimize your manufacturing processes, our team is dedicated to helping you achieve your goals. As a locally established and operated company, we have a deep understanding of the unique challenges facing businesses in The Sandon, New South Wales, Australia. We're proud to serve industries across the country, and to be involved in projects that shape the future of New South Wales, Australia.