AI & Machine Learning Services for Tomago 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 Tomago 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 Tomago 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 Tomago 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.

In the heart of Tomago, New South Wales, Australia, businesses rely on a trusted partner to drive innovation and growth. For over two decades, COLETEK has proven itself as a multidisciplinary Australian engineering and product development company established in 2001. With our national reputation built on reliability, collaboration, and capability, we're proud to say that we've supported some of Australia's most prominent companies across various industries. As your go-to partner, COLETEK is uniquely positioned to understand the distinct challenges faced by businesses operating in Tomago, New South Wales, Australia. We believe in the power of local innovation and are committed to supporting the area's entrepreneurial spirit through our engineering and product development expertise. Whether you're looking to launch a new product, streamline operations, or simply find ways to stay ahead of the curve, COLETEK is here to help. Our team of skilled professionals has extensive experience working with businesses in Tomago, New South Wales, Australia, as well as across the country. This knowledge allows us to draw on a deep understanding of regional-specific requirements, adapting our approach to suit the unique needs of each client. By leveraging COLETEK's capabilities and expertise, you can rest assured that your project will receive tailored attention, from conceptualization to implementation. The Tomago, New South Wales, Australia business landscape is ever-evolving, and at COLETEK, we're well-equipped to navigate these changes together with our clients. Our focus on human-centered design, cutting-edge engineering, and collaboration enables us to deliver innovative solutions that drive real results. By partnering with us, you can tap into a wealth of expertise and resources, empowering your business to reach new heights. As you look to the future and consider how COLETEK can support your Tomago, New South Wales, Australia-based operation, we invite you to explore our capabilities. From product development to engineering services, we're dedicated to helping local businesses thrive while making a positive impact on the community.