AI & Machine Learning Services for Wingham 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 Wingham 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 Wingham 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 Wingham 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 thriving regional community, Wingham, New South Wales, Australia is a hub of commerce and innovation. With its rich history and natural beauty, the area attracts both residents and entrepreneurs looking to make their mark. If you're one of these individuals or an existing business owner seeking to grow your operation, consider partnering with COLETEK – a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience under our belt, we've honed the skills necessary to drive innovation and deliver results. Our trusted reputation across Australia stems from collaborating with clients who value reliability, trustworthiness, and capability. At COLETEK, we're committed to providing unmatched support for businesses serving Wingham, New South Wales, Australia and throughout the country. Our engineering and product development prowess enables us to tackle complex projects, offering tailored solutions that meet the unique needs of clients from various industries. By partnering with us, you can leverage our expertise to improve your operations, increase productivity, or create new products and services that set your business apart. As a regional player serving the Wingham community, we understand the importance of local knowledge and collaboration. Our team is dedicated to building long-term relationships with clients, working closely together to address challenges and seize opportunities. We're passionate about supporting the region's economic growth, while fostering a culture of innovation that benefits all stakeholders. By working with COLETEK, you'll gain access to reliable project management, cutting-edge product development, and expert engineering services. Our objective is to empower your business to reach new heights by leveraging our collective strengths. Whether you're seeking to enhance operational efficiency, create new products or experiences, or drive geographic expansion, we're here to help. If you're a Wingham-based business looking for trusted partners to support your growth ambitions, start your collaboration with COLETEK today. Together, let's build something remarkable that benefits the local community and propels your organization toward success.