AI & Machine Learning Services for Clunes 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 Clunes 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 Clunes 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 Clunes 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 and innovative engineering and product development company established in 2001, COLETEK is proud to offer its expertise and resources to businesses across the vibrant town of Clunes, New South Wales, Australia. With our multidisciplinary approach, we collaborate with local entrepreneurs, innovators, and thought leaders to create reliable solutions and products that drive growth and success.

Situated in the heart of Australia, Clunes is a thriving community with a strong agricultural heritage and a growing focus on innovation and entrepreneurship. At COLETEK, we recognize the unique challenges and opportunities facing businesses in this region, and our team is dedicated to providing tailored support that meets their specific needs. Whether you're an agritech pioneer or a manufacturing leader, our expertise can help you drive results.

Founded on a legacy of innovation, COLETEK has built a national reputation for delivering high-quality engineering and product development services across a range of industries. Our team's passion for solving real-world problems and creating game-changing products is at the forefront of everything we do. In Clunes, New South Wales, Australia and beyond, we're honored to play a vital role in shaping the future of businesses like yours.

At COLETEK, our collaborative approach is founded on trust, reliability, and capability. We believe that every business has unique strengths and challenges, and our goal is to empower you with the expertise and resources needed to achieve your vision. Our team operates throughout Australia, including Clunes, New South Wales, Australia, serving businesses across this region and helping them overcome the complex problems they face.

With COLETEK by your side, you can be confident that you're backed by a trusted partner with decades of experience in delivering innovative engineering and product development solutions. Whether you're looking to launch a new product, improve operational efficiency, or drive growth and expansion, we're here to help you achieve your goals.

We're proud to consider Clunes, New South Wales, Australia home, and we're committed to supporting local businesses like yours. If you're ready to tap into the expertise of a trusted engineering and product development partner, let us know. We'd be delighted to discuss how COLETEK can help unlock your vision.