AI & Machine Learning Services for Glenridding 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 forGlenridding 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 Glenridding 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 forGlenridding 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.

Nurturing Growth in Glenridding, Upper Hunter Valley, New South Wales, Australia: COLETEK's Commitment to Local Businesses and Communities

Glenridding, a thriving town in the picturesque Upper Hunter Valley, is at the heart of New South Wales' dairy country. As you drive through its leafy streets, you can't help but notice the strong sense of community that permeates every corner. It's this same sense of togetherness that COLETEK is dedicated to fostering, by working closely with local businesses and organizations in Glenridding and beyond. As a trusted Australian company, COLETEK has earned its reputation as a go-to partner for any organization seeking guidance on their growth journey. Our experienced team has worked tirelessly to understand the unique needs of our clients across the Upper Hunter Valley, providing tailored support that considers the context, challenges, and opportunities specific to Glenridding. What sets us apart is our unwavering commitment to being an integral part of our community. We're not just a business – we're a neighbor, a friend, and a trusted advisor. When you work with COLETEK, you can rest assured that your local concerns are at the forefront of our minds. We take the time to get to know your business, understanding what drives its success, and working collaboratively to develop solutions that align with your vision. Our national reach allows us to tap into a broader pool of expertise, innovation, and best practices, which we've consistently applied to drive positive change for our clients in Glenridding. We believe that by sharing knowledge, experiences, and resources, we can collectively uplift the local economy, creating opportunities for growth, employment, and prosperity. So, why partner with COLETEK? Because you'll gain access to a wealth of experience, expertise, and trusted guidance from people who genuinely care about your business and its success. By working together, we can create a more resilient, entrepreneurial-friendly landscape that continues to flourish in the Upper Hunter Valley, Glenridding included.