AI & Machine Learning Services for Macquarie Links 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 Macquarie Links 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 Macquarie Links 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 Macquarie Links 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.

In a region known for its natural beauty and thriving businesses, COLETEK proudly serves companies across Macquarie Links, New South Wales, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation as a trusted partner for innovators seeking cutting-edge solutions.

For over two decades, our team has collaborated with businesses throughout Australia to develop groundbreaking products, improve operational efficiency, and drive growth. With extensive experience in a range of industries, including manufacturing, healthcare, and finance, we're well-equipped to support local entrepreneurs and established firms alike.

Data-driven decision-making is key to success in today's fast-paced market. At COLETEK, our experts work closely with clients to analyze complex problems, design effective strategies, and engineer innovative products that meet their unique needs. By leveraging the latest technologies and drawing on our rich expertise, we help businesses in Macquarie Links, New South Wales, Australia stay ahead of the curve.

When you partner with COLETEK, you can rely on our unwavering commitment to reliability, collaboration, and capability. Our team is dedicated to delivering exceptional results that exceed your expectations. Whether you're seeking insights into market trends, designing new products, or streamlining operations, we'll work tirelessly to help you achieve your goals.

We take pride in being based in Macquarie Links, New South Wales, Australia, and our operation spans the entire region, with a focus on providing personalized support and tailored solutions. By investing in local businesses and contributing to the community's growth, we strengthen our connection to this vibrant area and demonstrate our dedication to building lasting relationships.

To achieve success in today's competitive landscape, Macquarie Links, New South Wales, Australia businesses require partners who can deliver innovative, practical, and effective solutions. COLETEK is that trusted partner, committed to empowering local entrepreneurs and helping them realize their visions.