AI & Machine Learning Services for Linburn 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 forLinburn 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 Linburn 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 forLinburn 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.

Serving Local Business Needs in Linburn, Central Tablelands, New South Wales, Australia

Located in the heart of the Central Tablelands, Linburn is a thriving community that's home to many successful businesses and entrepreneurs. At COLETEK, we're committed to supporting these local companies with expert guidance, innovative solutions, and unwavering trust – all of which are essential for driving growth and prosperity in the region.

As a long-established Australian company, our deep understanding of the Linburn area and its unique demands has earned us the reputation as trusted advisors. Our comprehensive knowledge of local market conditions, combined with national reach and expertise, makes us an invaluable partner for businesses seeking to expand their operations or navigate complex challenges in the region.

At COLETEK, we believe that investing in our communities is essential for long-term prosperity. That's why we're dedicated to providing tailored support to local businesses – whether they're just starting out or have been a staple of the community for generations. Our team is comprised of knowledgeable professionals who are passionate about understanding the specific needs and goals of your business.

What sets us apart is our commitment to innovation, transparency, and flexibility. We take the time to listen to your unique story, understand your aspirations, and develop a customized approach that aligns with your vision. Whether you're seeking guidance on strategic planning, operational efficiency, or digital transformation – we'll be by your side every step of the way.

In Linburn and across the Central Tablelands, COLETEK has built a reputation for being a reliable partner, always upholding the highest standards of integrity, professionalism, and expertise. We're proud to be an integral part of this community's growth story – and we invite you to join us on this journey.

To learn more about how COLETEK can support your business in Linburn, Central Tablelands, New South Wales, Australia, Contact Us today to schedule a consultation. Our team is eager to begin exploring the opportunities and challenges facing your organization – and to help you build a brighter future.