AI & Machine Learning Services for Thredbo 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 forThredbo 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 Thredbo 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 forThredbo 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.

Your Partner in Digital Excellence, Right at Your Doorstep: COLETEK in Thredbo

Nestled amidst the breathtaking Snowy Mountains of New South Wales, Australia, lies the charming alpine village of Thredbo. As a haven for outdoor enthusiasts and nature lovers alike, this picturesque town thrives on its connection to the great outdoors – and so do we at COLETEK.

Based in the heart of Australia, our team has been dedicated to serving regional businesses like yours since 2003. With a deep understanding of the unique challenges and opportunities that come with operating in areas like Thredbo, Snowy Mountains, New South Wales, Australia - we've developed a keen ability to tailor our expertise to meet your distinct needs.

As a trusted partner to numerous businesses throughout Australia, COLETEK has earned its reputation as a go-to provider of innovative digital solutions. Our commitment to staying at the forefront of industry advancements allows us to not only support local entrepreneurs but also remain an integral part of the Thredbo community you call home.

Our unrelenting passion for empowering regional businesses with cutting-edge technology has instilled trust among our clients, setting us apart from other digital agencies. By having a deep appreciation for the unique dynamics at play in areas like Thredbo, Snowy Mountains, New South Wales, Australia - we're able to develop personalized strategies that propel your business forward.

In an ever-evolving digital landscape, it's essential to have a partner who truly understands local concerns and can leverage their experience to craft bespoke solutions. At COLETEK, we don't just talk about being locally engaged – we make a conscious effort to be a part of the fabric that makes Thredbo so special.

So why wait? Allow us to put our expertise at your fingertips. Whether you're looking to enhance your online presence, optimize e-commerce operations, or simply find innovative ways to stay ahead of the curve - we'll work tirelessly alongside you to drive results and growth for your business in Thredbo, Snowy Mountains, New South Wales, Australia.