AI & Machine Learning Services for Dumaresq 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 forDumaresq 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 Dumaresq 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 forDumaresq 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.

Empowering Businesses in Dumaresq, Northern Tablelands, New South Wales, Australia: A trusted partner for growth and innovation

As you navigate the rolling hills and picturesque towns of the Northern Tablelands region, it's hard not to notice the entrepreneurial spirit that permeates every corner of Dumaresq. From humble beginnings to thriving enterprises, local businesses are the backbone of this community, driving economic growth and development. And as a proud Australian company with a strong presence in the region, COLETEK is committed to supporting these ventures, providing the expertise and resources they need to thrive. With decades of experience in delivering cutting-edge solutions tailored to the unique needs of regional and rural businesses, our team has earned a reputation for dedication, innovation, and trust. As we work side by side with entrepreneurs and small business owners throughout Dumaresq and beyond, we're proud to be counted among the trusted partners relied upon for guidance and support. By leveraging our national reach and extensive network, we connect local businesses like yours with opportunities that might otherwise elude them. Whether you're looking to expand your customer base, streamline operations, or gain a competitive edge in an ever-changing market, COLETEK is here to help you navigate the complexities of modern business, ensuring your continued success and growth. Our presence in Dumaresq means more than just having an office nearby – it's about being a part of this thriving community, supporting local initiatives, and actively contributing to the region's development. We believe that when businesses thrive, communities flourish, and by choosing COLETEK as your trusted partner, you're not just getting expert support; you're investing in the prosperity of Dumaresq itself. So why wait? Let us guide you along the path to success, leveraging our expertise, innovative thinking, and commitment to empowering local businesses throughout Dumaresq and the Northern Tablelands. Get in touch with us today and discover how COLETEK can propel your business forward – contact us now: Contact Us