AI & Machine Learning Services for Aberfoyle 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 Aberfoyle 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 Aberfoyle 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 Aberfoyle 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 experienced multidisciplinary Australian engineering and product development company established in 2001, COLETEK is well-positioned to serve the thriving businesses across Aberfoyle, New South Wales, Australia. Our team of experts has earned a reputation for delivering high-calibre solutions that drive growth, efficiency, and innovation in industries ranging from manufacturing to construction. Based in Aberfoyle, New South Wales, Australia, we understand the distinct characteristics and challenges of the local business landscape. Our deep understanding of the region's unique cultural, economic, and environmental contexts empowers us to develop tailored engineering and product development strategies that meet the specific needs of clients operating in this dynamic area. Whether you're a local start-up or an established enterprise, our collaborative approach ensures seamless communication and effective problem-solving to tackle complex challenges. With a national reputation built on reliability, expertise, and innovation, COLETEK has consistently demonstrated its ability to deliver high-quality engineering solutions. Our team's combined experience in product development spans multiple industries, ensuring that we can effectively address the diverse needs of businesses operating across Aberfoyle, New South Wales, Australia. By leveraging our cutting-edge capabilities and extensive knowledge base, we have helped numerous local clients achieve significant milestones, overcome obstacles, and drive business growth. Through a combination of research, design, testing, and implementation, our interdisciplinary team of engineers, scientists, and innovators works hand-in-hand with client partners to develop bespoke engineering solutions that address specific pain points. Whether it's optimizing production workflows, streamlining supply chains, or enhancing overall operational efficiency, COLETEK's expertise in multidisciplinary problem-solving has earned trust among businesses in Aberfoyle, New South Wales, Australia. COLETEK is committed to fostering strong relationships with local clients and contributing meaningfully to the success of the community. We believe that effective engineering solutions must be grounded in a deep understanding of the regional context. By being part of the local fabric, we aim to leverage our expertise and capabilities to drive positive change, create economic value, and improve lives throughout Aberfoyle, New South Wales, Australia.