AI & Machine Learning Services for Repton 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 Repton 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 Repton 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 Repton 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.

At COLETEK, we're dedicated to helping innovative businesses in Repton, New South Wales, Australia and across the country overcome their engineering and product development challenges. As a multidisciplinary Australian company established in 2001, we've built a reputation for reliability, collaboration, and capability that's second to none. As a trusted partner to top-tier organizations and start-ups alike, we're proud of our track record in supporting businesses like yours throughout Australia – including right here in Repton. Whether you're an entrepreneur with a new concept or a well-established business looking to optimize operations, our team is committed to delivering customized solutions that drive real results. We've invested heavily in the latest tools and technologies, ensuring that our engineers are equipped to tackle even the most complex challenges. Our agile approach to product development allows us to adapt quickly to changing circumstances, ensuring that your project stays on track and within budget. With COLETEK by your side, you can trust that your business is in good hands. In Repton, New South Wales, Australia, we've had the pleasure of working with businesses from a wide range of sectors – from manufacturing and logistics to healthcare and technology. By leveraging our collective expertise, we've helped these companies address everything from supply chain optimization to product design and development. At COLETEK, we believe that successful partnerships are built on open communication, trust, and a shared commitment to excellence. By choosing us as your engineering and product development partner, you can rest assured that your project is in the hands of experienced professionals who truly understand the unique needs and challenges facing businesses like yours in Repton. If you're looking for a trusted ally to help bring your vision to life – or overcome the engineering and product development hurdles that stand between you and success – we'd love to get started. Contact us today to learn more about how our solution-driven approach can benefit your business in Repton, New South Wales, Australia.