AI & Machine Learning Services for Murrumbidgerie 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 Murrumbidgerie 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 Murrumbidgerie 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 Murrumbidgerie 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.

Coletek has been proudly serving businesses across Murrumbidgerie, New South Wales, Australia and throughout the country since 2001. As a multidisciplinary Australian engineering and product development company, we leverage our trusted national reputation to deliver innovative solutions that drive growth and profitability.

Our expertise spans multiple domains, allowing us to approach problems from diverse angles. By combining our collective knowledge with cutting-edge technology and industry best practices, we're able to provide tailored engineering and product development support that meets the unique needs of businesses in Murrumbidgerie, New South Wales, Australia.

Whether you're a local manufacturer seeking to optimize production processes or a service-based organization striving to streamline operations, Coletek is here to help. Our extensive experience and adaptability enable us to respond to evolving business priorities and challenges across various sectors in Murrumbidgerie, New South Wales, Australia.

What sets us apart is our commitment to collaboration and reliability. We understand that building long-term relationships is key to successful project outcomes. Our clients appreciate the transparency, accountability, and capability we bring to every engagement, empowering them to stay ahead of the competition in Murrumbidgerie, New South Wales, Australia's dynamic market.

Coletek operates throughout Murrumbidgerie, New South Wales, Australia, supporting local businesses and organizations by providing a strong foundation for growth. By leveraging our expertise, you'll gain a trusted partner capable of addressing your unique challenges and opportunities in the region.