AI & Machine Learning Services for Stuart Town 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 Stuart Town 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 Stuart Town 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 Stuart Town 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 thriving community located in the heart of Western New South Wales, Stuart Town is home to a diverse range of businesses and entrepreneurs. At COLETEK, we're thrilled to offer comprehensive engineering and product development services to support local companies across Stuart Town, New South Wales, Australia as they strive for growth and innovation.

With over two decades of experience in the Australian market, our multidisciplinary team has earned a reputation for delivering reliable, collaborative solutions that drive success. As a trusted national company established in 2001, we've had the privilege of working alongside businesses from various sectors, empowering them to achieve their goals and overcome challenges.

Our commitment to Stuart Town, New South Wales, Australia goes beyond just providing engineering expertise; it's rooted in a deep understanding of the region's unique needs and opportunities. We're proud to be based in Stuart Town, New South Wales, Australia, where we've built strong relationships with local businesses and community leaders.

At COLETEK, we believe that effective collaboration is key to driving progress. Our team of experts takes the time to understand your business objectives, then combines their collective knowledge to develop tailored engineering solutions that meet your specific needs. By leveraging our extensive expertise in product development and engineering, you can be confident that you're receiving top-notch support.

As a trusted advisor for businesses across Stuart Town, New South Wales, Australia, we take pride in our capability to operate effectively throughout the country. Our flexible approach allows us to adapt quickly to changing circumstances, ensuring your projects stay on track and within budget.