AI & Machine Learning Services for Carlingford 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 Carlingford 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 Carlingford 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 Carlingford 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 business owner in Carlingford, New South Wales, Australia, you understand the importance of having reliable and trustworthy partners to help drive your company forward. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for delivering exceptional results across various industries. For over two decades, we've been proudly serving businesses across Carlingford, New South Wales, Australia, and throughout the country. Our team of experienced engineers, designers, and innovators works closely with clients to develop custom solutions that meet their unique needs. This collaborative approach has earned us a trusted national reputation for delivering innovative, cost-effective, and reliable products. At COLETEK, we're passionate about helping businesses in Carlingford, New South Wales, Australia succeed by leveraging our expertise in engineering and product development. By working together, we can overcome complex challenges, streamline processes, and create custom solutions that drive real results. With a strong presence in the Carlingford area, we're well-equipped to support local companies across diverse sectors. Our team's capabilities extend beyond traditional boundaries, as we excel in developing innovative products, systems, and services. By combining our expertise with your organization's goals and objectives, we can help you stay ahead of the curve. Whether you're looking to improve operational efficiency, increase productivity, or explore new market opportunities, we're here to support your vision. Based in Carlingford, New South Wales, Australia, COLETEK is committed to serving businesses throughout the region. We take pride in understanding the unique needs and challenges faced by local companies, and we work tirelessly to deliver tailored solutions that drive success. By partnering with us, you can tap into our collective expertise, innovative spirit, and proven track record of delivering exceptional results. So why settle for anything less than the best? Let COLETEK's engineering expertise be your partner in success. Contact us today to learn more about how we can support your business goals in Carlingford, New South Wales, Australia.