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 for Linburn 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 for Linburn 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 a trusted expert in multidisciplinary engineering and product development, COLETEK has been serving businesses across Linburn, New South Wales, Australia, for over two decades. Our national reputation for reliability, collaboration, and capability has earned us a loyal client base throughout Australia.

We pride ourselves on being a nimble, customer-centric firm that can respond quickly to the unique challenges faced by local businesses in Linburn, New South Wales, Australia. Whether you're an established player or a startup looking to disrupt your industry, we'll work closely with you to understand your needs and develop solutions that drive real results.

From conception to delivery, our multidisciplinary team of engineers, designers, and product developers is equipped to tackle complex projects spanning multiple disciplines. We've earned a reputation for delivering innovative products and services that meet the high standards expected in sectors ranging from manufacturing to healthcare, and even into emerging industries like renewable energy.

We're based in Linburn, New South Wales, Australia, but our reach extends throughout Australia. Our national presence means we can readily support businesses in adjacent regions, fostering collaborative connections and fostering growth opportunities.

As a company committed to innovation and development, we take pride in being at the forefront of industry advancements. Our expertise is backed by rigorous research, testing, and iteration – ensuring that every solution we deliver meets our high standards for effectiveness, efficiency, and value.

We're excited about the prospect of working with businesses in Linburn, New South Wales, Australia, to help them navigate the complexities of product development and engineering. Together, let's build something remarkable! You can count on us as your trusted partner in innovation and development throughout Linburn, New South Wales, Australia.