AI & Machine Learning Services for Mount David 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 Mount David 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 Mount David 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 Mount David 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.

At COLETEK, we're committed to supporting businesses across Mount David, New South Wales, Australia and throughout the country with innovative engineering solutions that drive growth and success. As a multidisciplinary Australian company established in 2001, we've built a reputation for reliability, collaboration, and capability – traits that are essential for unlocking your business's full potential. With our team based in Mount David, New South Wales, Australia, we're uniquely positioned to understand the unique challenges and opportunities facing businesses in this region. We take pride in serving as trusted partners, working closely with local entrepreneurs and leaders to develop custom-fit solutions that address their specific needs. Our expertise spans multiple domains, including product development, engineering design, and project delivery, allowing us to tackle complex problems from a multidisciplinary perspective. Whether you're looking to optimize processes, improve product quality, or enhance customer experiences, our team is equipped to help. We bring years of experience and knowledge gained from working with a wide range of industries and organizations to the table, ensuring that we can tailor our approach to meet your specific needs. Our commitment to innovation means that we're always looking for new ways to improve efficiency, reduce costs, enhance performance, and drive growth for our clients. As a business operating throughout Australia, including Mount David, New South Wales, Australia, we've developed a deep understanding of the unique challenges and opportunities facing businesses in this region. We're proud to support local companies as they navigate the complexities of modern commerce, providing the expertise, resources, and collaborative spirit needed to achieve their goals. So why wait? Let's build something remarkable together. From concept to delivery, our team is dedicated to helping you overcome obstacles, seize opportunities, and unlock the full potential of your business. If you're looking for trusted partners who can help drive growth and success in Mount David, New South Wales, Australia, contact us today.