AI & Machine Learning Services for Glengarrie 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 Glengarrie 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 Glengarrie 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 Glengarrie 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 thriving community in New South Wales, Australia, Glengarrie is poised for growth and development. As businesses like yours navigate the ever-evolving landscape, it's essential to partner with trusted advisors who understand the unique challenges and opportunities in this region. At COLETEK, our team of experts has been serving businesses across Glengarrie, New South Wales, Australia for over two decades, leveraging our multidisciplinary Australian engineering and product development expertise. Since 2001, we've established ourselves as a national leader in innovation and reliability. Our collaborative approach has earned the trust of clients from diverse industries, including manufacturing, technology, and beyond. By operating throughout Australia, including Glengarrie and its surrounding areas, we're well-equipped to support local businesses and entrepreneurs seeking to expand their reach. Our commitment to delivering high-quality solutions, combined with our passion for fostering long-term relationships, makes us the ideal partner for companies in Glengarrie looking to drive innovation, improve operational efficiency, or tackle complex projects. By working together, we can unlock new opportunities, mitigate risks, and pave the way for sustainable growth. At COLETEK, we believe that effective partnerships require more than just technical expertise – they demand empathy, transparency, and a deep understanding of the local market. Our team is dedicated to delivering tailored solutions that meet the unique needs of Glengarrie's businesses, backed by our reputation as a reliable and capable engineering and product development company. As your trusted advisor in Glengarrie, we're ready to collaborate on your most pressing challenges. Whether you're seeking to develop new products, optimize processes, or drive digital transformation, our expertise will help you achieve your goals while minimizing risks. With COLETEK by your side, you can rest assured that your business is in reliable hands.