AI & Machine Learning Services for Swan Creek 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 Swan Creek 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 Swan Creek 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 Swan Creek 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 or technical decision-maker in Swan Creek, New South Wales, Australia, you're well-versed in the importance of trusted partners who can help you overcome unique challenges and seize opportunities. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for reliability, innovation, and collaboration. With our team based in Swan Creek, New South Wales, Australia, we're dedicated to supporting businesses across the region and throughout Australia. Our experienced engineers and developers work closely with customers to understand their needs and deliver tailored solutions that drive results. Whether you're looking to streamline operations, improve product design, or expand into new markets, our passion is to help you achieve your goals. What sets COLETEK apart is our commitment to collaboration and capability. Unlike other providers who simply offer a laundry list of services, we take the time to understand your business and develop solutions that are tailored to your specific needs. Our expertise spans multiple disciplines, from mechanical and electrical engineering to computer-aided design (CAD) and manufacturing, ensuring that you receive comprehensive support for every aspect of your project. As a Swan Creek, New South Wales, Australia-based company, we're proud to serve businesses in our local community and beyond. We understand the unique challenges and opportunities that come with operating in this region, and we're committed to providing exceptional service and support to help you succeed. If you're looking for a trusted partner who can help you unlock new possibilities in Swan Creek, New South Wales, Australia, look no further than COLETEK. Let us bring our expertise and innovative approach to your project, and together let's build something remarkable.