AI & Machine Learning Services for Eagleton 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 Eagleton 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 Eagleton 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 Eagleton 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Eagleton, New South Wales, Australia. Our national reputation for trusted innovation and reliability has earned us the respect of clients throughout the country. Based in Eagleton, New South Wales, Australia, our team shares a passion for engineering excellence and collaboration. We understand the unique challenges faced by local businesses, which is why we've dedicated ourselves to delivering tailored solutions that drive success. With COLETEK, you can rely on experienced professionals who are committed to your project's success. Throughout Australia, businesses have entrusted COLETEK with their most critical product development and engineering needs. Our comprehensive approach encompasses everything from concept design to production-ready prototypes. By partnering with us, you'll gain access to cutting-edge expertise, cutting-edge technology, and a proven track record of delivering reliable results. At COLETEK, we pride ourselves on our ability to understand the local context and adapt our services to meet the specific needs of businesses in Eagleton, New South Wales, Australia. We know that no two projects are alike, which is why we take the time to thoroughly understand your goals and objectives. This allows us to develop customized solutions that not only meet but exceed your expectations. Whether you're looking to launch a new product, streamline operations, or simply improve efficiency, COLETEK has the expertise and experience to guide you every step of the way. Our team is dedicated to helping businesses in Eagleton, New South Wales, Australia thrive by leveraging our passion for engineering innovation.