AI & Machine Learning Services for Barry 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 Barry 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 Barry 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 Barry 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 proud to be a trusted name in Australian engineering and product development. Since 2001, our team has been committed to delivering innovative solutions that drive business success for companies across the nation - including those based in Barry, New South Wales, Australia. As a multidisciplinary company with a strong foundation in engineering and product development, we're well-equipped to support businesses of all sizes and sectors throughout Barry, New South Wales, Australia. Our expertise spans multiple industries, allowing us to bring a unique perspective to projects that requires expertise from various disciplines. What sets us apart is our commitment to collaboration and reliability. We take the time to understand your goals, challenges, and aspirations, before crafting tailored solutions that meet your needs. Whether you're looking to develop new products, optimize existing processes, or expand into new markets, we'll work closely with you to turn your vision into reality. Our team is passionate about delivering exceptional results that exceed expectations. We thrive in environments where no two projects are ever the same and our unique blend of engineering expertise, market knowledge, and creative problem-solving skills enables us to tackle even the most complex challenges. We're proud to be part of the Australian innovation ecosystem, serving businesses across Barry, New South Wales, Australia and beyond. If you're looking for a proven partner that can help take your business to the next level, look no further than COLETEK. So why wait? Get in touch with us today to learn more about how we can support your growth ambitions. Whether it's through our extensive network of contacts, cutting-edge engineering expertise or innovative approach to product development, we're here to help you achieve remarkable results.