AI & Machine Learning Services for Horseshoe 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 Horseshoe 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 Horseshoe 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 Horseshoe 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses throughout the country, including those in Horseshoe Creek, New South Wales, Australia. With years of experience in delivering innovative solutions, we pride ourselves on our ability to collaborate closely with local businesses, providing customised engineering expertise that drives growth and success. Based in Horseshoe Creek, New South Wales, Australia, COLETEK is uniquely positioned to understand the challenges and opportunities facing regional enterprises. Our team has a deep understanding of the importance of reliability, flexibility, and scalability in our solutions, ensuring that businesses can operate efficiently and effectively. Whether you're looking to streamline operations, enhance product or service offerings, or expand into new markets, we have the capability to help you achieve your goals. At COLETEK, we're committed to putting your needs first, taking the time to understand your unique requirements and developing tailored solutions that meet your specific challenges. Our national reputation is built on the strength of our partnerships with businesses across Horseshoe Creek, New South Wales, Australia, and throughout Australia – from agriculture and manufacturing to healthcare and more. By working closely with local businesses in Horseshoe Creek, New South Wales, Australia, COLETEK has developed a keen understanding of the regional landscape. Our team is well-versed in the intricacies of operating in this area and is dedicated to delivering solutions that meet the specific needs of your business. Whether you're looking for engineering expertise, product development guidance, or simply wanting to discuss your project concept, we're here to help. From serving businesses across Horseshoe Creek, New South Wales, Australia, to operating throughout Australia as a whole, COLETEK is committed to being a trusted partner in your journey towards success. We believe that by working together, we can build something truly remarkable – starting with your business right here in Horseshoe Creek, New South Wales, Australia.