AI & Machine Learning Services for The Meadows 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 The Meadows 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 The Meadows 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 The Meadows 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 we continue to navigate the complexities of the modern world, it's clear that innovation and collaboration play a vital role in driving success. At COLETEK, our multidisciplinary Australian engineering and product development company, established in 2001, has been trusted by businesses across Australia, including right here in The Meadows, New South Wales, Australia. With a strong foundation built on experience, innovation, and national reputation, we're dedicated to supporting local businesses like yours. Whether you're located within the picturesque suburbs of The Meadows or operating throughout New South Wales, our team is equipped to provide tailored engineering solutions that drive growth, improve efficiency, and enhance your competitive edge. For over two decades, COLETEK has earned a reputation for reliability, collaboration, and capability. Our expertise spans multiple disciplines, allowing us to develop bespoke products and services that meet the unique needs of businesses in The Meadows, New South Wales, Australia. As you look to future-proof your operations, we're here to help. Our team is committed to understanding your specific challenges and providing tailored engineering solutions that meet your organization's distinct goals. With our support, you'll be able to make informed decisions, optimize resources, and drive meaningful growth in The Meadows, New South Wales, Australia. From our base in The Meadows, New South Wales, Australia, we're proud to serve businesses across this region, providing the technical expertise and innovative thinking required to navigate an ever-changing landscape. Trust COLETEK to be your partner in engineering excellence, empowering you to achieve your vision for success.