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 forGlen 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 forGlen 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.

Working Together for a Stronger Glen Oak, Lower Hunter Valley Community

In the picturesque towns and villages of the Glen Oak region within the Lower Hunter Valley, New South Wales, Australia, businesses large and small are the lifeblood of our community. As a trusted Australian company with roots in this rich soil, COLETEK has been proud to offer innovative solutions and expert guidance to companies throughout the area. With our extensive experience and national reach, we understand what it takes to thrive in this dynamic region.

Located in the heart of Glen Oak, Lower Hunter Valley, New South Wales, Australia, we're not just a local business – we're a part of this community's tapestry. We've earned the trust of our clients by consistently delivering high-quality outcomes and staying true to our core values of innovation, integrity, and dedication. Our strong ties to Glen Oak and its environs have allowed us to develop a deep understanding of the region's unique challenges and opportunities.

As we support local businesses in their growth journey, we're committed to being a reliable partner that understands the intricacies of this thriving area. COLETEK takes pride in its reputation as a company that truly gets Glen Oak – its people, its industries, and its limitless potential. By embracing our shared heritage and culture, we enable businesses like yours to flourish and make a meaningful impact on the local economy.

With our roots firmly planted in Glen Oak and Lower Hunter Valley, New South Wales, Australia, and our national scope, COLETEK is well-equipped to help you navigate the complexities of this vibrant region. We're proud to be a trusted resource for businesses seeking expert guidance on their growth trajectory. Whether you're looking to expand your operations, diversify your offerings, or simply need seasoned advice on how to succeed in Glen Oak's dynamic business landscape – we're here to lend our support.

As the Lower Hunter Valley continues to evolve and grow, COLETEK remains committed to being an integral part of this cherished community. We look forward to helping more businesses like yours thrive in Glen Oak and beyond. When you're ready to take your organization to the next level – or simply need trusted counsel on making informed business decisions – Contact Us today.