AI & Machine Learning Services for Carlingford North 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 North 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 North 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 North 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that meet the unique needs of businesses operating in Carlingford North, New South Wales, Australia. Our extensive experience in providing reliable and effective engineering expertise has allowed us to establish strong partnerships with organizations from diverse industries across this region. Based in Carlingford North, New South Wales, Australia, COLETEK is uniquely positioned to support the local business community's growth and innovation. We understand the complexities of operating a successful enterprise in this dynamic environment and strive to provide the expertise and resources necessary for businesses to thrive. As such, we operate throughout Carlingford North, New South Wales, Australia, providing tailored engineering solutions that cater to the specific needs of each organization. Over two decades of experience have taught us that it is crucial to foster strong relationships with our clients based on trust, communication, and a deep understanding of their unique challenges. Our collaborative approach enables us to develop customized solutions that address the complexities faced by businesses in Carlingford North, New South Wales, Australia. From concept development to launch, we guide clients through every stage of the product or service life cycle. COLETEK's engineers bring expertise in several areas, allowing us to offer a vast range of services and capabilities that cater to the diverse needs of businesses in Carlingford North, New South Wales, Australia. This multidisciplinary approach enables us to provide comprehensive solutions that address even the most complex problems. Our team has the skills, knowledge, and experience necessary to tackle projects that involve engineering design, product development, testing, and manufacturing. By choosing COLETEK as your trusted partner in engineering innovation, you can rest assured that your organization will benefit from our extensive experience, capabilities, and commitment to delivering exceptional results. With a strong presence in Carlingford North, New South Wales, Australia, we are well-equipped to meet the unique needs of local businesses looking for reliable and effective engineering solutions.