AI & Machine Learning Services for Glendon 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 Glendon 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 Glendon 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 Glendon 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.

Innovative businesses in Glendon, New South Wales, Australia rely on trusted partners to drive growth and success. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation for delivering reliable solutions that empower companies to excel.

With our headquarters based in Glendon, New South Wales, Australia, we serve businesses across this region, as well as throughout Australia. Our team is comprised of passionate engineers, developers, and innovators who collaborate seamlessly with clients to create tailored products and services. By leveraging our combined expertise, we help local businesses expand their reach, streamline operations, and improve competitiveness.

COLETEK's commitment to excellence is rooted in our passion for understanding the unique challenges faced by businesses in Glendon, New South Wales, Australia. We believe that every operation deserves a customized approach that addresses its particular needs and goals. That's why we take the time to listen carefully, ask insightful questions, and develop solutions that meet and exceed client expectations.

As a seasoned partner for businesses in Glendon, New South Wales, Australia, COLETEK has cultivated the skills, resources, and know-how required to deliver exceptional outcomes. We pride ourselves on our ability to think outside the box, identify creative opportunities, and implement solutions that drive results. Whether you're looking to enhance your product offerings, optimize processes, or drive innovation, we're here to support your goals.

Our people-centric approach, combined with a deep understanding of local industries and market trends, allows us to develop products and services that are tailored to the specific needs of Glendon, New South Wales, Australia-based businesses. We take pride in our ability to collaborate effectively, build strong relationships, and deliver results that matter.

At COLETEK, we're dedicated to empowering local businesses in Glendon, New South Wales, Australia to achieve their full potential. By partnering with us, you'll gain access to a team of seasoned experts, cutting-edge technology, and a proven track record of delivering successful outcomes. We invite you to explore the possibilities and take the first step towards transforming your business.