AI & Machine Learning Services for Murwillumbah 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 Murwillumbah 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 Murwillumbah 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 Murwillumbah 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 Murwillumbah, New South Wales, Australia, you understand the importance of reliability and collaboration when it comes to product development and engineering. With over two decades of experience, COLETEK is your trusted partner for navigating the complexities of innovation. As a multidisciplinary Australian engineering and product development company established in 2001, we take pride in our national reputation for delivering high-quality solutions that meet our clients' needs. Serving businesses across Murwillumbah, New South Wales, Australia, and throughout the country, COLETEK has developed a deep understanding of local industries and their unique challenges. Our team of experts is dedicated to supporting regional companies like yours, ensuring that you receive tailored support that addresses your specific goals and objectives. At COLETEK, we're passionate about building strong relationships with our clients, working collaboratively to translate their ideas into reality. With our expertise in engineering and product development, we provide reliable solutions that drive business success. Whether you're looking to enhance existing products or develop new ones, we'll work closely with you to understand your needs and deliver innovative outcomes. Operating throughout Australia, including Murwillumbah, New South Wales, Australia, COLETEK is well-positioned to support local businesses and ensure their continued growth. By choosing us as your partner, you can harness the benefits of our extensive expertise, cutting-edge technology, and commitment to collaboration. We'll work tirelessly to understand your business challenges and provide effective solutions that drive positive outcomes. As a locally based company with national reach, COLETEK is uniquely positioned to serve businesses in Murwillumbah, New South Wales, Australia. By partnering with us, you can trust that your products and services will be backed by the expertise of a trusted national partner. Let's build something remarkable together.