AI & Machine Learning Services for Mount Marsden 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 Marsden 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 Marsden 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 Marsden 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 key player in the engineering and product development space, COLETEK is proud to serve businesses across Mount Marsden, New South Wales, Australia and beyond. With over two decades of experience, we've established ourselves as trusted national partners, supporting clients in achieving their goals through innovative solutions. As a multidisciplinary Australian company founded in 2001, our team of experts has developed a reputation for reliability, collaboration, and capability. We're uniquely positioned to understand the local needs of businesses based in Mount Marsden, New South Wales, Australia, providing tailored support for companies looking to drive growth, improve efficiency, or enhance customer experiences. Operating throughout cities like Mount Marsden, New South Wales, Australia, we've developed a deep understanding of the region's unique challenges and opportunities. Whether you're an established business or just starting out, our team is committed to delivering exceptional results through close collaboration with clients. At COLETEK, we believe that partnering with businesses in Mount Marsden, New South Wales, Australia is more than just providing technical solutions – it's about building lasting relationships, fostering innovation, and driving progress. Our people-centric approach means you can count on us to be responsive, transparent, and committed to your success. When it comes to serving the local community of Mount Marsden, New South Wales, Australia, we're dedicated to making a positive impact through our work. By choosing COLETEK as your trusted partner, you'll not only gain access to cutting-edge expertise but also contribute to the region's economic and social development. So why settle for anything less when working with businesses in Mount Marsden, New South Wales, Australia? Join forces with COLETEK – a leader in engineering and product development – and discover how our collective capabilities can propel your organization forward. Let's build something remarkable together.