AI & Machine Learning Services for Glendon Brook 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 Brook 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 Brook 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 Brook 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 multidisciplinary engineering and product development company established in 2001, COLETEK has built its reputation on providing innovative solutions to businesses across Australia, including those in Glendon Brook, New South Wales. With our headquarters based in Glendon Brook, New South Wales, we have been serving the needs of local companies for many years. Our team is composed of experienced professionals who bring together a diverse range of skills and expertise from mechanical engineering, electrical engineering, computer systems, materials science, and more. This unique blend of competencies enables us to develop tailored solutions that meet the specific needs of businesses across the region, including those with complex technical requirements. At COLETEK, we understand the importance of reliability in engineering projects. Our commitment to delivering exceptional results has earned us a trusted national reputation for reliability, collaboration, and capability. Whether you're looking to improve your existing operations or drive innovation in your industry, our multidisciplinary expertise ensures that your project is handled with precision and dedication. Operating throughout Glendon Brook, New South Wales, and across Australia, COLETEK has extensive experience working closely with businesses to understand their needs and develop solutions that exceed expectations. Our collaborative approach allows us to build strong relationships with clients, ensuring a deep understanding of the unique challenges they face in their industry or sector. As we continue to evolve and adapt to changing technologies, market trends, and regulatory requirements, our team remains committed to delivering exceptional results for businesses operating across Glendon Brook, New South Wales. If you're looking for an engineering partner that shares your commitment to excellence and innovation, COLETEK is the trusted choice for businesses seeking comprehensive solutions. We take pride in serving industries such as automotive, aerospace, agriculture, construction, manufacturing (industrial), mining (resources), oil & gas, and more, including those with varying levels of complexity. Whether you require product design and development, process engineering consulting, or overall business transformation, we are well-equipped to lead your project forward. Ultimately, we believe that a strong partnership between COLETEK and the businesses in Glendon Brook, New South Wales, can drive remarkable success through collaborative innovation and strategic problem-solving.