AI & Machine Learning Services for Glenlyon 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 Glenlyon 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 Glenlyon 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 Glenlyon 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 partner to businesses across Glenlyon, Victoria, Australia, and beyond, COLETEK has established itself as a multidisciplinary Australian engineering and product development company since 2001. Our experience and innovation have earned us a national reputation for reliability, collaboration, and capability. Based in Glenlyon, Victoria, Australia, we're committed to supporting local businesses like yours. Whether you need help streamlining operations, developing innovative products, or enhancing your digital presence, COLETEK's experts are dedicated to assisting you every step of the way. Our extensive knowledge and expertise are at your disposal, helping you stay ahead in today's fast-paced market. What sets us apart is our passion for collaboration. We believe that the best solutions come from working closely with clients who share our vision for excellence. By partnering with COLETEK, you'll gain access to top-notch engineering and product development capabilities, tailored to meet your unique needs. With years of experience serving businesses across Glenlyon, Victoria, Australia, we've built a strong reputation based on trust, integrity, and dedication. Our team is well-versed in the latest technologies and procedures, ensuring that your projects receive the highest level of attention and care. When you partner with COLETEK, you can expect reliable project management, seamless communication channels, and exceptional problem-solving skills. Our goal is to help you overcome challenges, minimize risks, and maximize opportunities for growth and success. So why choose COLETEK for your next innovation or improvement initiative? The answer is simple: we're a multidisciplinary Australian engineering and product development company with the expertise, resources, and local presence to drive meaningful results. Our commitment to Glenlyon, Victoria, Australia, and its business community is unwavering.