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 forAberfoyle 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 forAberfoyle 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.

Aberfoyle, Northern Tablelands, New South Wales: Where Local Expertise Meets National Reach

As you navigate the rolling hills and scenic landscapes of Aberfoyle, Northern Tablelands, New South Wales, Australia, you're likely to notice a thriving local community that's rich in history, culture, and industry. At COLETEK, we share your passion for this vibrant region and are dedicated to supporting local businesses and entrepreneurs who call it home.

With years of trusted experience and unmatched national reach, our team understands the unique challenges faced by companies operating in Aberfoyle, Northern Tablelands. We're committed to empowering these businesses with innovative solutions, expert guidance, and unwavering support. Whether you're just starting out or looking to expand your operations, we'll be right there beside you, offering a steadfast presence that's matched only by our dedication to delivering exceptional results.

You see, COLETEK is more than just an Australian company – we're a partner to local businesses like yours. We know the Northern Tablelands region intimately and have earned its trust through our tireless efforts and commitment to innovation. As you grow your business, we'll be there to help you navigate every step of the way, providing expert advice and cutting-edge tools that will give you a competitive edge.

We take pride in our people-centric approach, ensuring that our team is always invested in your success. By fostering open communication channels and building strong relationships with our clients, we create an atmosphere of trust and understanding that transcends borders. Whether you're based in the heart of Aberfoyle or further afield, rest assured that COLETEK will be there to support you and help propel your business toward new heights.

So why settle for anything less when you can have it all? Join us at COLETEK, where local expertise meets national reach. Let's work together to fuel the growth of your Aberfoyle, Northern Tablelands-based business. We look forward to connecting with you and building a brighter future, one that reflects the very best of this amazing region.