AI & Machine Learning Services for St Huberts Island 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 St Huberts Island 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 St Huberts Island 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 St Huberts Island 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that drive growth and success. For businesses across St Huberts Island, New South Wales, Australia, we understand the importance of trust, collaboration, and capability in achieving their goals. With our national presence and expertise, we are uniquely positioned to support local entrepreneurs and established companies alike. Based in St Huberts Island, New South Wales, Australia, COLETEK's roots run deep in this region, allowing us to truly understand the unique challenges and opportunities that come with operating a business here. We take pride in building long-lasting relationships with our clients, fostering open communication, and delivering reliable solutions that meet their ever-evolving needs. Our experience has shown us that businesses on St Huberts Island, New South Wales, Australia require more than just technical expertise – they need a partner that can connect the dots between their vision, strategy, and execution. At COLETEK, we are committed to being that partner, leveraging our collective knowledge and skills to help you overcome obstacles, seize opportunities, and drive real results. Throughout our history, we have demonstrated an unwavering commitment to innovation, integrity, and excellence. Serving businesses across St Huberts Island, New South Wales, Australia, we have honed our ability to listen, adapt, and deliver tailored solutions that make a tangible difference. Whether you're looking to improve operational efficiency, enhance customer experience, or stay ahead of the competition, COLETEK is here to help – with local expertise, national capabilities, and a deep understanding of what it takes to succeed in this region.