AI & Machine Learning Services for Glencoe 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 forGlencoe 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 Glencoe 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 forGlencoe 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.

Servicing Local Businesses in Glencoe, Northern Tablelands, New South Wales, Australia - Your Trusted Partner for Growth and Success

In the heart of Australia's Northern Tablelands lies the picturesque town of Glencoe, where strong community spirit and entrepreneurial drive are woven into the fabric of daily life. As a local business owner or entrepreneur in this charming region, you understand the importance of having trusted allies who can help you navigate challenges and seize opportunities. At COLETEK, we're proud to be one such partner for growth and success.

Since our inception as an Australian company, we've dedicated ourselves to providing exceptional support and guidance to businesses like yours in Glencoe and the surrounding areas. Our team has years of collective experience in understanding local market needs and developing tailored solutions that drive real results. Whether you're a small startup or a seasoned business, you can count on our trusted expertise to help overcome any hurdle and achieve your goals.

While we've earned a reputation for delivering outstanding results across the nation, our roots remain firmly planted in this beautiful region. We take pride in being a local business that's committed to helping other businesses thrive, just as we're committed to serving the community that has supported us every step of the way. By choosing COLETEK, you can rest assured that your success is tied to ours – and that our shared passion for Glencoe and the Northern Tablelands drives each decision we make.

We're not just a company; we're your partners in creating positive change within the community. We recognize that innovation is key to long-term survival and growth, which is why we continuously invest in cutting-edge technology and tools designed to empower local businesses like yours. When you work with us, you'll gain access to industry-best practices, strategic insights, and forward-thinking solutions tailored to your specific needs.

At COLETEK, we're passionate about the idea that by supporting each other – regardless of size or scope – we can create an even stronger Glencoe and Northern Tablelands economy. As your trusted partner, we'll not only work tirelessly behind the scenes but also proudly celebrate each of our shared successes. Whether you're looking to expand your customer base, streamline operations, or simply navigate today's fast-paced business environment, know that COLETEK is here for you.

So why wait? Reach out to us and let's get started on building a brighter future together – right in the heart of Glencoe. Contact Us