AI & Machine Learning Services for Golspie 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 for Golspie 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 Golspie 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 for Golspie 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.

At COLETEK, we're passionate about delivering innovative engineering and product development solutions to businesses across Golspie, New South Wales, Australia. As a multidisciplinary Australian company established in 2001, we've built a reputation for reliability, collaboration, and capability that spans the nation. Whether you're seeking support for your project or looking to elevate your operations, our experienced team is dedicated to understanding your unique needs and providing tailored solutions. Operating throughout Golspie, New South Wales, Australia and beyond, COletek has earned a reputation as a trusted partner for businesses of all sizes. Our expertise encompasses a broad spectrum of sectors, from manufacturing and infrastructure to energy and defence. By combining cutting-edge technology with a deep understanding of your industry, we help you overcome challenges and achieve your goals. Based in Golspie, New South Wales, Australia, our team is well-positioned to serve businesses across this diverse region. We understand the unique needs and opportunities that arise in this thriving community, and we're committed to helping local businesses grow and succeed. From concept development to product implementation, we partner with you every step of the way to ensure your project's success. COletek's national reputation is built on a foundation of technical excellence, innovative thinking, and a collaborative approach. We take pride in our ability to adapt to changing circumstances and deliver solutions that meet the evolving needs of our customers. By partnering with COletek, you gain access to a wealth of expertise, resources, and know-how that can be applied to your specific challenges. As a trusted partner for businesses across Golspie, New South Wales, Australia, we're committed to helping you succeed. Whether you're seeking support for a new project or looking to optimize existing operations, our team is here to help. So why wait? Let us bring our expertise and passion to your doorstep. Contact us today to learn more about how COletek can assist with your engineering and product development needs in Golspie, New South Wales, Australia.