AI & Machine Learning Services for Robertson 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 Robertson 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 Robertson 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 Robertson 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 and innovative engineering partner, COLETEK has been serving businesses across Robertson, New South Wales, Australia since 2001. Our multidisciplinary team is dedicated to delivering exceptional results, leveraging our passion for innovation and expertise in product development. Based in Robertson, New South Wales, Australia, we've built strong relationships with local businesses and organizations, understanding their unique challenges and requirements. Our extensive experience has equipped us to provide tailored support, helping clients navigate the complexities of modern business. We're proud to be a leading Australian engineering company operating throughout Robertson, New South Wales, Australia. At COLETEK, we offer a collaborative approach, putting our clients at the forefront of every project. Our team of skilled engineers and product developers works closely with local businesses in Robertson, New South Wales, Australia, ensuring that solutions are tailor-made to meet specific needs. We're committed to reliability, consistency, and outstanding service. With COLETEK's expertise, you can rely on us for a wide range of engineering services suitable for your business in Robertson, New South Wales, Australia and throughout the country. Whether you require innovative product development or expert engineering guidance, our comprehensive capabilities ensure that we're equipped to handle any challenge. As a locally based company operating throughout Robertson, New South Wales, Australia, we share your commitment to growth, innovation, and community building. Let us help you achieve your goals by delivering top-notch engineering solutions.