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 forDunkeld 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 forDunkeld 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.

Empowering Dunkeld's Business Landscape, One Connection at a Time

Dunkeld, Central Tablelands, New South Wales, Australia, is a place where history meets progress. As you wander through the charming streets, it's easy to identify the fabric that holds this community together – local businesses and entrepreneurs who are the backbone of our economy. And it's here that COLETEK steps in as a trusted partner, dedicated to nurturing their growth and prosperity. As an Australian company with extensive national reach, we've consistently demonstrated our commitment to empowering local businesses like those in Dunkeld. Our experience spans industries, sectors, and regions, allowing us to bring unique insights and innovative solutions tailored to the area's specific needs. What sets us apart is our unwavering focus on establishing meaningful connections that foster trust, collaboration, and mutual success. One of our greatest strengths lies in understanding the intricacies of local businesses. We take pride in knowing that each entrepreneur has their own set of challenges, opportunities, and aspirations. Our approach is holistic, taking into account the intricate web of relationships and dependencies within Dunkeld's business landscape. By being genuinely present in the community, we develop a deep appreciation for the distinct character that makes this region so special. At COLETEK, we believe that local businesses are the lifeblood of any thriving community. We're not just another national or global player; we're an integral part of Dunkeld's fabric, working collaboratively to drive growth and progress. By putting our clients at the forefront, we've built a reputation for delivering exceptional results through tailored strategies, expert guidance, and unwavering support. As you navigate the ever-changing landscape of business in Dunkeld, it's comforting to know that COLETEK is here for you – an enduring presence that understands your aspirations, shares your vision, and champions your success. Whether you're looking to expand your customer base, streamline operations, or develop innovative solutions, we're committed to being your trusted partner every step of the way. So why not start your journey today? We invite you to connect with us, tap into our expertise, and let's work together to create a brighter future for Dunkeld's businesses. Let's build something extraordinary – one connection at a time! Contact Us