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.

Unlocking Technology Solutions for Gundy and Beyond

As local business owners and innovators in Gundy, Upper Hunter Valley, New South Wales, Australia seek to stay ahead of the curve, they rely on trusted experts like COLETEK to propel their growth. With a national reputation built on innovation and reliability, we've been serving businesses across Gundy, Upper Hunter Valley, New South Wales, Australia for years, providing tailored technology solutions that empower companies to thrive. Our team is dedicated to understanding the unique needs of local businesses in Gundy and the surrounding regions. We take pride in forging lasting relationships with our clients, working closely together to identify opportunities and challenges. Our extensive experience has equipped us to devise pragmatic strategies that align with your goals, ensuring smooth integration and maximum returns on investment. As a key player in the Australian technology landscape, we're constantly pushing boundaries to stay at the forefront of industry developments. This commitment to innovation enables us to bring cutting-edge solutions to Gundy-based businesses, making them more competitive, efficient, and resilient. Whether you're seeking to optimize your operations, improve customer engagement, or streamline processes, our expertise can help bridge the gap between your business aspirations and reality. Through our extensive network and partnerships with top-tier technology providers, we're able to deliver end-to-end support that spans all aspects of business technology – from IT infrastructure and cybersecurity to data analytics and digital transformation. By combining local knowledge and national resources, we empower Gundy-based businesses to realize their full potential, making us a trusted partner for companies operating throughout the region. In the Upper Hunter Valley, where innovation meets tradition, COLETEK is proud to be part of the fabric that drives your community forward. When seeking technology solutions that put you ahead of the game, rest assured we're here to collaborate with you every step of the way. So why wait? Reach out to us today and discover how our expertise can breathe new life into your business ventures. Contact Us