AI & Machine Learning Services for Murnungin 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 Murnungin 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 Murnungin 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 Murnungin 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 Murnungin, Victoria, Australia, you understand the importance of staying ahead of the curve. In today's fast-paced environment, it's more crucial than ever to leverage innovative engineering solutions that drive growth and efficiency. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for delivering trusted, tailored support to businesses across Murnungin and beyond. With our roots firmly planted in Murnungin, Victoria, Australia, we've built a strong foundation of expertise and know-how centered around the unique needs of local industries. By partnering with us, you can tap into our extensive experience, innovative spirit, and collaborative approach to engineering product development. Whether you're seeking to enhance your existing operations or launch new initiatives, COLETEK is dedicated to serving businesses across Murnungin, Victoria, Australia by providing cutting-edge solutions that cater to their distinct challenges. Our commitment to collaboration is unparalleled. We take the time to understand your specific goals and objectives, leveraging our knowledge of engineering principles, product development methodologies, and industry best practices to create innovative solutions tailored to your needs. Through this iterative process, we work with you to define requirements, develop prototypes, test and refine designs, and ultimately bring your vision to life. As a trusted partner in Murnungin, Victoria, Australia, COLETEK is more than just an engineering company – we're a dedicated ally that helps businesses flourish through our capability, reliability, and unwavering commitment to excellence. We understand the complexities of operating in this region and are uniquely positioned to provide expert guidance on local regulations, market trends, and industry-specific requirements. When you partner with COLETEK, you can rely on us to operate throughout Murnungin, Victoria, Australia, and beyond. Our expertise is not limited to a single industry or sector; instead, we draw upon our extensive experience across multiple domains to deliver comprehensive solutions that drive real value for your business.