AI & Machine Learning Services for Carnham 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 Carnham 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 Carnham 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 Carnham 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 name in Australian engineering and product development, COLETEK is proud to serve businesses across Carnham, New South Wales, Australia. With over two decades of experience, we've established ourselves as a multidisciplinary company equipped to handle the unique challenges facing local companies. Based in Carnham, New South Wales, Australia, our team possesses an intimate understanding of the region's dynamics and is committed to fostering meaningful collaborations with businesses like yours. By leveraging our expertise in engineering and product development, you can rely on us to provide tailored solutions that drive growth and success. Our dedication to innovation, combined with a national reputation for reliability, has earned COLETEK a trusted status among Australian companies. We're uniquely positioned to support local businesses in Carnham, New South Wales, Australia, just as we do throughout the nation. When you partner with COLETEK, you can expect a collaborative approach, genuine care for your business goals, and unwavering commitment to delivering exceptional results. Our capabilities are designed to address the diverse needs of Carnham's vibrant business community. As a prominent player in the Australian market, we've consistently demonstrated our ability to adapt to changing industry landscapes, leveraging expertise to stay ahead of the curve. This resilience, combined with our strong foundation in engineering and product development, makes us an invaluable asset for businesses seeking reliable, long-term partners like yourself. At COLETEK, we're passionate about empowering local businesses across Carnham, New South Wales, Australia, to reach new heights. Our goal is to become a trusted extension of your team, working closely with you to address challenges and seize opportunities. Let’s build something remarkable together.