AI & Machine Learning Services for Wickham 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 Wickham 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 Wickham 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 Wickham 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 multidisciplinary Australian engineering and product development company established in 2001. Our team of experts is dedicated to delivering innovative solutions that meet the unique needs of businesses across Wickham, New South Wales, Australia, and throughout the nation. Based in Wickham, New South Wales, Australia, we understand the importance of building strong relationships with local organizations. That's why we take a collaborative approach to engineering and product development, working closely with our clients to ensure that their projects are designed and delivered with precision and reliability. Our experience spans multiple industries, from manufacturing to healthcare, and we're committed to bringing our expertise to businesses operating throughout Wickham, New South Wales, Australia. As a trusted national player in the Australian engineering landscape, we've established ourselves as a go-to partner for organizations seeking innovative solutions that drive growth and productivity. Whether you're an entrepreneur building a new venture or an established business looking to streamline operations, we're here to support your goals with our world-class engineering expertise. At COLETEK, we recognize that each business in Wickham, New South Wales, Australia has unique challenges and opportunities. That's why we take the time to understand your specific needs and develop tailored solutions that meet your objectives. We're not just engineers; we're partners who share your passion for success. If you're looking for a partner who can deliver on complex projects, provide reliable engineering expertise, or help you navigate the latest technologies, look no further than COLETEK. With our rich experience, cutting-edge capabilities, and commitment to collaboration, we're proud to serve businesses across Wickham, New South Wales, Australia.