AI & Machine Learning Services for Glen William 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 Glen William 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 Glen William 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 Glen William 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 the heart of New South Wales, Australia, Glen William is home to a diverse range of businesses, from agriculture and manufacturing to services and more. And when these organizations need world-class engineering and product development expertise, they turn to COLETEK. Our multidisciplinary company has been serving businesses across Glen William, New South Wales, Australia, and nationwide for over two decades. Established in 2001, COLETEK has earned a reputation as a trusted partner in the Australian engineering industry. From our humble beginnings to our current status as a leading product development and engineering services provider, we've consistently delivered innovative solutions that meet the unique needs of local businesses like those in Glen William, New South Wales, Australia. At COLETEK, we understand that every organization is unique, with its own set of challenges and opportunities. That's why we offer a team of experienced engineers, designers, and product developers who collaborate closely with our clients to design and deliver tailored solutions that meet their specific needs. Whether it's developing new products, improving manufacturing processes, or providing expert consulting services, COLETEK is committed to supporting businesses in Glen William, New South Wales, Australia, as they strive for success. Our team at COLETEK operates throughout Australasia, including Glen William, New South Wales, Australia, and has a deep understanding of the region's distinct challenges and opportunities. We're passionate about leveraging our expertise to drive business growth, improve efficiency, and enhance competitiveness for organizations of all sizes and industries in the area. When your organization needs a trusted partner that can bring innovative solutions to the table, look no further than COLETEK. With our extensive experience, cutting-edge capabilities, and commitment to delivering world-class results, we're confident that our team can help you achieve your goals and take your business to new heights in Glen William, New South Wales, Australia.