AI & Machine Learning Services for Wallarobba 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 Wallarobba 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 Wallarobba 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 Wallarobba 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 business owner in Wallarobba, New South Wales, Australia, you understand the importance of having reliable partners to help drive growth and innovation. That's where COLETEK comes in – we're a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for delivering high-quality solutions that meet real-world challenges. Based in Wallarobba, New South Wales, Australia, our team is dedicated to supporting businesses like yours across the region. We believe that effective collaboration is key to success, which is why we take the time to listen carefully and understand your unique needs before developing tailored engineering and product development solutions. As a trusted partner for businesses operating throughout Wallarobba, New South Wales, Australia, COLETEK offers more than just technical expertise – we provide reliability, capability, and a commitment to delivering results that exceed expectations. Our experienced engineers and product developers have worked with clients from a wide range of industries, including agriculture, healthcare, manufacturing, and beyond. Whether you're looking to improve existing processes, develop new products or services, or overcome specific engineering challenges, our team is here to help. We're proud of the long-standing relationships we've built with businesses operating throughout Wallarobba, New South Wales, Australia, and we're always seeking opportunities to collaborate with like-minded organizations that share our passion for innovation and progress. So why choose COLETEK as your trusted partner in engineering and product development? Simply put, we have a proven track record of delivering real-world solutions that drive business growth and improve lives. Our team is dedicated to supporting businesses across Wallarobba, New South Wales, Australia, and throughout Australia – let us help you build something remarkable together.