AI & Machine Learning Services for Glenquarry 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 Glenquarry 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 Glenquarry 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 Glenquarry 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 valued member of the business community in Glenquarry, New South Wales, Australia, you understand the importance of having a trusted partner for your engineering and product development needs. Since 2001, COLETEK has been serving businesses across Glenquarry, New South Wales, Australia, as well as throughout Australia, with reliable innovation and exceptional collaboration. Our multidisciplinary Australian engineering and product development company is built on a foundation of expertise, creativity, and commitment to delivering remarkable results for clients. Based in Glenquarry, New South Wales, Australia, we take pride in operating throughout the region, catering to the unique needs of local businesses and innovators. Whether you're seeking support for a new project or looking to streamline your operations, COLETEK is dedicated to providing exceptional engineering and product development solutions that yield tangible benefits for our clients. Throughout our two-decade history, we've established a reputation as a trusted national brand, with a deep understanding of the complexities involved in bringing innovative products and services to market. Our team's collective expertise spans multiple disciplines, ensuring that we can address even the most diverse technical challenges facing businesses operating in Glenquarry, New South Wales, Australia. What sets COLETEK apart is our unwavering commitment to collaboration, reliability, and capability. We take the time to truly understand your goals, challenges, and aspirations, then apply our extensive knowledge and experience to develop tailored solutions that meet your precise needs. By doing so, we empower businesses in Glenquarry, New South Wales, Australia, as well as nationwide, to achieve their full potential. As a trusted partner for engineering and product development, COLETEK is poised to support you in achieving remarkable results. If you're looking to unlock new possibilities or improve the efficiency of your operations, look no further than our team. Based in Glenquarry, New South Wales, Australia, we're honored to serve businesses across this great region, providing the innovation and expertise needed to drive progress.