AI & Machine Learning Services for Niemur 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 Niemur 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 Niemur 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 Niemur 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 the region for over 20 years, establishing itself as a trusted partner in engineering and product development. Our multidisciplinary team of experts is dedicated to delivering innovative solutions that drive growth, improve efficiency, and enhance the lives of individuals in Niemur, New South Wales, Australia.

Niemur, an essential part of the vast expanse of Australia's Outback, has witnessed significant economic activity with the mining industry playing a vital role. Against this backdrop, COLETEK is poised to help local businesses tackle challenges and seize opportunities. Our experience working across various sectors and industries enables us to adapt quickly to unique requirements.

Since our inception in 2001, we've gained national recognition for our ability to translate business needs into functional products and services. This expertise is invaluable as it empowers Niemur-based businesses to focus on their core activities, while we handle the technical aspects. Our collaborative approach ensures seamless integration between your organization's goals and our problem-solving prowess.

COLETEK's proven track record of successful projects and longstanding relationships with leading organizations demonstrate its capability to deliver consistently. As a reliable partner, we're committed to Niemur, New South Wales, Australia, working closely with local businesses across various sectors to drive lasting success. Our commitment to the community is reflected in our dedication to understanding specific regional needs, allowing us to tailor solutions that truly matter.

We've honed our skills through extensive experience and ongoing innovation, ensuring your business benefits from cutting-edge technology. By entrusting COLETEK with your project, you'll gain access to a vast network of contacts, industry insights, and expertise tailored to Niemur's unique requirements. Our engineering and product development prowess will revolutionize the way your organization operates, propelling it forward in an ever-evolving market.

COLETEK is proud to be based in Niemur, New South Wales, Australia, with operations spanning across Australia. We're a true partner, not just another vendor. Join forces with us and unleash the full potential of your business while supporting the growth of this beautiful region. Let's work together to forge a brighter future for Niemur, New South Wales, Australia.