AI & Machine Learning Services for Rixs 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 Rixs 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 Rixs 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 Rixs 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 local business owner or technical decision-maker based in Rixs Creek, New South Wales, Australia, you understand the importance of partnering with a trusted and innovative engineering partner. For over two decades, COLETEK has been a leading multidisciplinary Australian engineering and product development company, providing reliability, collaboration, and capability to businesses across Rixs Creek, New South Wales, Australia and throughout Australia. With a strong national reputation built on delivering bespoke solutions that meet the unique needs of each client, COLETEK is particularly well-suited to support Rixs Creek's thriving business community. Our team of experts has extensive experience in developing innovative products and services that drive growth, streamline operations, and enhance customer experiences. By partnering with us, you can leverage our expertise to overcome challenges, seize opportunities, and build a brighter future for your organization. At COLETEK, we pride ourselves on being a trusted extension of your business – working closely together to understand your needs, applying our engineering expertise to develop tailored solutions, and delivering them efficiently and effectively. Whether you're looking to enhance operational efficiency, drive product innovation, or explore new markets, we have the capabilities and experience to support your goals. As a local player with global reach, COLETEK is committed to serving businesses across Rixs Creek, New South Wales, Australia and throughout Australia – bringing our engineering excellence to your doorstep. We believe that by working together, we can create remarkable outcomes that benefit not just our clients but also the wider community in which we operate.