AI & Machine Learning Services for Murrulebale 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 Murrulebale 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 Murrulebale 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 Murrulebale 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 Murrulebale, New South Wales, Australia, you understand the importance of a reliable and innovative partner to help drive your success. For over two decades, COLETEK has been serving businesses across Murrulebale, New South Wales, Australia, providing trusted engineering and product development solutions that empower growth and improvement. A multidisciplinary Australian company established in 2001, COLETEK is built on a foundation of expertise, innovation, and national reputation. Our team collaborates with clients from various industries to develop custom solutions that address their unique challenges. Whether you're looking for support in refining your existing processes or seeking new opportunities to drive business forward, our capabilities are designed to help Murrulebale, New South Wales, Australia businesses like yours thrive. At COLETEK, we take pride in being a partner that can be counted on for reliability and consistency. Our ability to deliver high-quality results is rooted in our team's passion for engineering and product development. By combining cutting-edge technology with a deep understanding of the local landscape, we help Murrulebale, New South Wales, Australia businesses overcome obstacles and capitalize on opportunities. Throughout Murrulebale, New South Wales, Australia, and across Australia, COLETEK has earned its reputation for delivering exceptional results through collaborative efforts. By working closely with your team, we listen to your specific needs and develop strategies tailored to your unique business objectives. Our end goal is always the same: empowering you to achieve remarkable success. If you're seeking a trusted partner to help drive innovation and growth in Murrulebale, New South Wales, Australia, look no further than COLETEK. Let's build something remarkable together.