AI & Machine Learning Services for Glenrock 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 forGlenrock 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 Glenrock 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 forGlenrock 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.

Serving Your Local Business Needs in Glenrock, Upper Hunter Valley, New South Wales, Australia

Located in the heart of New South Wales' stunning Upper Hunter Valley, Glenrock is a thriving community that relies on strong local businesses to thrive. As a trusted partner for numerous enterprises in this region, COLETEK takes pride in our ability to understand the unique needs and challenges faced by Glenrock's entrepreneurs. For decades, we've built our reputation as a national leader in providing innovative, tailored solutions for companies of all sizes. Our team has extensive experience working with businesses from diverse sectors across Australia, ensuring that our skills and expertise are finely tuned to meet the specific requirements of local operators like those in Glenrock. By leveraging this expertise to support your unique needs, we empower you to stay competitive, drive growth, and reach new heights. What sets us apart is our genuine commitment to being an integral part of the communities we serve. We don't just operate from a distance; we immerse ourselves in the local fabric, fostering strong relationships with clients, partners, and other stakeholders. By doing so, we're better equipped to understand your goals, challenges, and concerns – allowing us to craft bespoke strategies that resonate deeply with your brand. While our national reach allows us to draw upon extensive resources and expertise, it's our local presence that truly matters in Glenrock. We take the time to get to know you, your business, and the distinctive needs of this region. By working closely together, we can develop customized plans tailored to your distinct circumstances – helping you overcome hurdles, tap into new opportunities, or simply achieve long-held objectives. Throughout our extensive experience, COLETEK has consistently demonstrated trustworthiness, reliability, and a relentless drive for innovation. This steadfast dedication enables us to consistently deliver exceptional results, exceeding the expectations of Glenrock's most discerning business leaders. As you navigate the rapidly evolving landscape of local business in Glenrock, Upper Hunter Valley, New South Wales, Australia, consider partnering with COLETEK – your trusted ally in unlocking growth potential and staying ahead of the curve. Let us bring our national expertise and local commitment to your doorstep. Contact Us