AI & Machine Learning Services for Murrurundi 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 Murrurundi 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 Murrurundi 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 Murrurundi 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.

Murrurundi, New South Wales, Australia - a place where rich heritage meets progressive spirit. As the heart of the Liverpool Plains, this charming town is a testament to the power of community and collaboration.

Coletek has been proud to serve businesses across Murrurundi, New South Wales, Australia for over two decades. Established in 2001 as a multidisciplinary Australian engineering and product development company, we've consistently delivered innovative solutions that drive growth and success.

As a trusted national partner, Coletek is dedicated to empowering the region's future by leveraging our expertise and resources. We take pride in building lasting relationships with local businesses, understanding their unique challenges and opportunities, and developing tailored approaches to address them.

In this era of rapid technological evolution, it's more crucial than ever for Murrurundi, New South Wales, Australia-based companies to stay ahead of the curve. At Coletek, we believe that collaboration is key to unlocking new possibilities. Our team combines engineering prowess with a deep understanding of industry trends and best practices, ensuring our clients enjoy the benefits of our expertise.

As you navigate the complexities of your business, you can count on Coletek's reliability, technical know-how, and commitment to excellence. Whether you're seeking solutions for manufacturing, infrastructure development, or digital transformation, we'll work closely with you to identify opportunities and drive positive change in Murrurundi, New South Wales, Australia.

Operating throughout the country, Coletek is uniquely positioned to provide localized support and national reach. By choosing us as your trusted partner, you're partnering with a team that truly understands the unique demands and opportunities facing businesses in Murrurundi, New South Wales, Australia.