AI & Machine Learning Services for Gundy 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 forGundy 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 Gundy 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 forGundy 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.

Gundy and Beyond: Expert Support for Your Business in the Upper Hunter Valley, NSW

Nestled in the picturesque Upper Hunter Valley, just outside Gundy, Australia, lies a haven of natural beauty and entrepreneurial spirit. As part of this thriving region, it's essential to have access to trusted businesses that understand the local landscape and can help drive growth and success. At COLETEK, we're proud to be an Australian company with extensive experience in supporting local enterprises across the nation – including those in Gundy and the surrounding Upper Hunter Valley. For years, our professionals have been dedicated to providing top-tier expertise and guidance, empowering businesses of all sizes to achieve their goals and thrive in an ever-evolving market. As a testament to our commitment to excellence, we've built a reputation for trustworthiness among clients throughout Australia, including those in the Upper Hunter Valley. Our innovative approach ensures that your business receives tailored solutions designed specifically to meet its unique needs and challenges. By combining local knowledge with national expertise, we're able to adapt seamlessly to the varied demands of different industries and sectors. In the heart of the Upper Hunter Valley, Gundy is a prime example of our dedication to supporting local businesses. We understand the importance of community involvement, which is why we take pride in being an integral part of Gundy's commercial landscape. Our connection to the area not only allows us to comprehend its distinct characteristics but also enables us to provide unparalleled insight and support to businesses within the region. By partnering with COLETEK, you can rest assured that our team will work closely with yours to develop a comprehensive strategy for growth. We'll leverage our extensive networks and industry expertise to drive meaningful connections and stimulate progress in Gundy and beyond. Whether your business is just starting out or has been established for years, we're confident in our ability to help you achieve success. Ready to take your Gundy-based business to the next level? Let us help. Contact Us