AI & Machine Learning Services for Rutherford 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 Rutherford 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 Rutherford 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 Rutherford 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 respected name in Australian engineering and product development, COLETEK is proud to serve businesses across Rutherford, New South Wales, Australia with innovative, reliable solutions that drive growth and success. With our multidisciplinary team established in 2001, we've built a reputation for delivering exceptional results through collaboration, expertise, and a passion for problem-solving. Based in Rutherford, New South Wales, Australia, COLETEK operates throughout the region, providing tailored support to businesses of all sizes and industries. Our commitment to excellence stems from our unwavering dedication to engineering and product development, which underpins everything we do. We don't just provide technical assistance – we partner with clients to understand their unique challenges and craft customized solutions that meet their specific needs. Throughout Australia, COLETEK has earned a reputation for delivering innovative products, services, and expertise that empower businesses like yours in Rutherford, New South Wales, Australia to stay ahead of the curve. Our team's impressive track record speaks volumes about our capabilities, and we're proud to have facilitated numerous successful outcomes across diverse industries. When you turn to COLETEK for support, rest assured that our multidisciplinary expertise will be leveraged to address your business needs. We won't simply provide a one-size-fits-all approach – we'll work closely with you to develop bespoke solutions that marry technical know-how with commercial acumen. Our focus on reliability, collaboration, and capability ensures that you can trust us to deliver the results you need. Here at COLETEK, we're proud to be operating throughout Rutherford, New South Wales, Australia, serving businesses just like yours. Let's build something remarkable together – choose COLETEK as your trusted engineering and product development partner in this region.