AI & Machine Learning Services for Mosman 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 Mosman 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 Mosman 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 Mosman 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 trusted national engineering and product development company, COLETEK has been serving businesses across Mosman, New South Wales, Australia since 2001. Our multidisciplinary team is dedicated to delivering innovative, custom-engineered solutions that meet the unique needs of local organizations. With our headquarters based in Mosman, New South Wales, Australia, we understand the intricacies of operating a successful business in this region. We have extensive experience working with companies from various sectors, providing tailored support to help them overcome challenges and achieve their goals. Whether you're seeking to improve operational efficiency, enhance product performance, or develop new prototypes, COLETEK is well-equipped to provide expert guidance throughout the entire engineering and product development process. What sets us apart is our commitment to reliability, collaboration, and capability. We take pride in building long-term relationships with our clients, fostering open communication channels to ensure that their needs are met and exceeded. Our team of experienced engineers and developers collaborates closely with local businesses to create custom-engineered solutions that meet the specific demands of Mosman, New South Wales, Australia. Over the years, we have established ourselves as a trusted partner for companies across various industries, including manufacturing, construction, and more. By combining our multidisciplinary expertise with our deep understanding of regional requirements, we are uniquely positioned to support businesses in Mosman, New South Wales, Australia. When you partner with COLETEK, you can rest assured that your project is in capable hands. Our team will work tirelessly to deliver high-quality results on time and within budget. We are dedicated to helping local businesses like yours succeed and grow, leveraging our extensive experience and innovative approach to engineering and product development. So why choose COLETEK as your trusted partner for engineering and product development needs in Mosman, New South Wales, Australia? Take the first step towards building something remarkable together – contact us today!