AI & Machine Learning Services for Dunkeld 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 Dunkeld 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 Dunkeld 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 Dunkeld 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.

Dunkeld, a charming town in Victoria, Australia, is known for its rich history, natural beauty, and strong sense of community. As the local economy continues to grow, small and medium-sized businesses are looking for innovative ways to stay ahead of the curve. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001.

With over two decades of experience, we've earned a reputation as trusted advisors and problem solvers, serving businesses across Dunkeld, Victoria, Australia and throughout Australia. Our team of experts is passionate about collaborating with local entrepreneurs to design, develop, and deliver innovative solutions that drive growth and success. Whether you're looking to streamline operations, improve efficiency, or tap into new markets, our capabilities are designed to support your unique challenges.

At COLETEK, we take pride in our ability to understand the intricacies of local industries and tailor our approach to meet the specific needs of businesses in Dunkeld, Victoria, Australia. Our reliability, expertise, and commitment to delivering results have earned us a place as a trusted partner for companies seeking trusted guidance.

By partnering with us, you can tap into COLETEK's wealth of knowledge and experience in engineering and product development, and focus on what matters most – growing your business. We're not just engineers or developers; we're dedicated professionals committed to empowering the local Dunkeld community through meaningful collaborations.

We believe that successful businesses are built on strong relationships, innovative thinking, and a deep understanding of how to drive real value. That's why we're dedicated to working closely with local stakeholders in Dunkeld, Victoria, Australia to develop solutions that truly make a difference. Whether you're exploring new technologies, optimizing processes, or seeking expert guidance, our team is here to support your journey.