AI & Machine Learning Services for Mossgiel 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 Mossgiel 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 Mossgiel 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 Mossgiel 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.

As a business leader in Mossgiel, New South Wales, Australia, you understand the importance of having trusted partners to help you drive growth, innovation, and efficiency. At COLETEK, we're proud to be that partner, with a multidisciplinary approach to engineering and product development that's earned us a reputation as one of Australia's most reliable and innovative companies since 2001. Headquartered in Mossgiel, New South Wales, Australia, our team of experts is committed to serving businesses across this iconic region, helping them overcome unique challenges and capitalize on opportunities. We believe that collaboration and reliability are key to driving success in the modern business landscape. By combining cutting-edge technology with deep industry insights, we're able to create tailored solutions that meet the specific needs of businesses like yours. With our roots firmly planted in Mossgiel, New South Wales, Australia, we're well-positioned to understand the local market and regulatory environment, ensuring that our solutions are not only innovative but also practical and effective. Whether you're looking to improve operational efficiency, develop new products or services, or simply stay ahead of the competition, we're here to help. At COLETEK, we take pride in our capabilities, our expertise, and our commitment to delivering exceptional results. We're more than just a engineering and product development company – we're a trusted partner that's dedicated to helping businesses like yours thrive. So why choose between speed, cost-effectiveness, and quality when you can have all three with COLETEK? If you're ready to take your business to the next level, let us help. Our team of experts is here to support you every step of the way, from concept to reality.