AI & Machine Learning Services for Glen Oak 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 Oak 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 Oak 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 Oak 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, COLETEK is dedicated to serving businesses across Glen Oak, New South Wales, Australia. Our team of experts specializes in providing reliable solutions that drive growth and transform industries. With our national reputation built on a foundation of collaboration and capability, we are proud to operate throughout Australia, including the thriving community of Glen Oak. As you navigate the complexities of innovative product development or engineering challenges, it's essential to partner with an organization that understands your unique needs and goals. For businesses in Glen Oak, New South Wales, Australia, COLETEK offers a trusted and experienced ally for all their engineering and product development needs. Our extensive experience and commitment to delivering exceptional results have earned us a reputation as a leading provider of multidisciplinary engineering solutions. At COLETEK, we take pride in our ability to listen, understand, and respond to the needs of businesses across Glen Oak, New South Wales, Australia. By leveraging our collective expertise and passion for innovation, we develop customized solutions that address the most pressing challenges facing your organization. Whether you're seeking a trusted partner to help drive growth, improve efficiency, or enhance product performance, we are here to support you throughout every stage of the process. As a company based in Glen Oak, New South Wales, Australia, COLETEK is committed to building strong relationships with our clients and supporting their success within our local community. Our team is dedicated to ensuring that your experience with us is characterized by open communication, transparency, and a passion for delivering exceptional results. Together, we can overcome the most significant engineering challenges and achieve remarkable outcomes.