AI & Machine Learning Services for Murrumbateman 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 Murrumbateman 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 Murrumbateman 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 Murrumbateman 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 you navigate the complex world of engineering and product development, it's reassuring to know that there's a trusted partner based in Murrumbateman, New South Wales, Australia, serving businesses across your community. COLETEK has been established since 2001, proudly building on its reputation as a multidisciplinary Australian company. From our humble beginnings, we've grown into a reliable and innovative force in the industry, with a national presence that spans from Murrumbateman to major cities across Australia. We understand that as a business owner or decision-maker in Murrumbateman, you rely on trusted partners who not only share your vision but also possess the know-how to bring it to life. At COLETEK, our team of experienced engineers and product developers is dedicated to collaborating with you to create innovative solutions that drive growth, efficiency, and customer satisfaction. Our unique approach involves working closely with businesses like yours in Murrumbateman, listening to their challenges, and developing tailored strategies that address their specific needs. By partnering with us, you can expect reliable, results-driven outcomes that enhance your competitive edge and improve the bottom line. Whether it's a new product concept, process optimization, or cutting-edge technology integration, our multidisciplinary team is equipped to handle a wide range of projects across various industries. What sets us apart is our commitment to building long-term relationships with clients in Murrumbateman, ensuring that our solutions are not only innovative but also scalable and adaptable to an ever-changing landscape. As a local business operating throughout Australia, including Murrumbateman, New South Wales, we've developed a profound understanding of regional nuances and market trends. This expertise affords us the ability to create context-specific solutions that resonate deeply with our clients' needs. By choosing COLETEK as your trusted partner in engineering and product development, you can rest assured that you're partnering with a company that shares your values, understands your goals, and has the capabilities to deliver exceptional results. Let's bring your vision to life together – Contact Us today to explore how our collaborative approach can transform your business in Murrumbateman, New South Wales, Australia.