AI & Machine Learning Services for Swanbrook 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 Swanbrook 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 Swanbrook 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 Swanbrook 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 trusted national player in the engineering and product development space, COLETEK has built a reputation for delivering innovative solutions that meet the unique needs of businesses like yours in Swanbrook, New South Wales, Australia. Established in 2001, we've grown into a multidisciplinary powerhouse, leveraging our collective expertise to drive success across various sectors. Our roots run deep in this region, and we're passionate about supporting local businesses as they navigate an ever-changing market landscape. Whether you're looking to optimize operations, streamline processes, or leverage cutting-edge technology to stay ahead of the curve, COLETEK is here to help. Based in Swanbrook, New South Wales, Australia, we enjoy a strong connection to this community and are committed to making a positive impact. By partnering with us, your business can tap into our extensive experience in engineering and product development. We're not just technicians – we understand the intricacies of running a successful enterprise in Swanbrook, New South Wales, Australia. We'll work collaboratively with you to develop tailored solutions that address your specific needs, leveraging our collective expertise to ensure success. At COLETEK, we pride ourselves on reliability, responsiveness, and a deep understanding of the challenges facing businesses in Swanbrook, New South Wales, Australia. Operating throughout this region, we're well-positioned to support your growth ambitions, no matter the scope or complexity of your project. We've earned our reputation by consistently delivering high-quality results, fostering strong relationships with clients, and adapting to the evolving needs of industries across Swanbrook, New South Wales, Australia. Our commitment to innovation, collaboration, and capability makes us the perfect partner for businesses seeking a trusted engineering and product development partner. So why settle for anything less than exceptional results? Trust COLETEK to help your business thrive in Swanbrook, New South Wales, Australia.