AI & Machine Learning Services for Meadowbank 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 Meadowbank 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 Meadowbank 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 Meadowbank 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.

Proudly based in Meadowbank, New South Wales, Australia and operating throughout Australia, COLETEK is a multidisciplinary engineering and product development company distinguished by its commitment to innovation, reliability, and collaboration. Since 2001, we have been serving businesses across Meadowbank, New South Wales, Australia, providing trusted solutions that drive growth and success. As a local business owner or technical decision-maker in Meadowbank, New South Wales, Australia, you understand the importance of choosing partners who share your values and can deliver results. With COLETEK, you'll find a team of passionate engineers and product developers dedicated to understanding your unique needs and translating them into practical solutions. Our national reputation is built on our ability to adapt to changing business environments, leveraging cutting-edge technology and design thinking to stay ahead of the curve. Our expertise spans multiple disciplines, ensuring that we can tackle complex engineering challenges from a holistic perspective. By working closely with our clients, we've developed a deep understanding of their specific pain points and market dynamics. Whether you're an existing business looking to improve operational efficiency or a start-up seeking to launch innovative products, COLETEK's capabilities are designed to support your journey to success. Throughout Meadowbank, New South Wales, Australia, COLETEK has established itself as a trusted partner for businesses of all sizes. Our commitment to reliability, collaboration, and innovation has enabled us to build strong relationships with local companies who value our expertise. As you navigate the ever-changing landscape of Australian business, count on COLETEK's engineering capabilities to power your growth and prosperity. By choosing COLETEK as your engineering partner, you'll gain access to a wealth of knowledge, skills, and resources tailored to the unique demands of Meadowbank, New South Wales, Australia. Let us support your vision with our expertise in product development, consulting, and project management. Together, we can build something remarkable.