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

For over two decades, COLETEK has been a trusted partner to businesses across Macquarie Fields, New South Wales, Australia, helping them overcome challenges and achieve their goals. As a multidisciplinary Australian engineering and product development company established in 2001, our team of experts combines industry knowledge, innovation, and collaboration to deliver game-changing solutions that meet the unique needs of each client.

Based in Macquarie Fields, New South Wales, Australia, we operate throughout Australia, providing reliability, expertise, and agility to businesses of all sizes and sectors. Whether you're seeking to streamline processes, increase efficiency, or drive innovation, COLETEK is here to support your business goals.

We don't just stop at delivering products; we focus on long-term partnerships that empower businesses like yours to thrive in an ever-changing market landscape. By leveraging our expertise across multiple disciplines, including engineering and product development, we help businesses adapt, innovate, and evolve to meet new challenges and seize opportunities.

At COLETEK, we're proud to be a part of the vibrant entrepreneurial ecosystem in Macquarie Fields, New South Wales, Australia. We believe that collaboration is key to driving growth, fostering innovation, and building strong communities. As such, we're committed to serving businesses across Macquarie Fields, New South Wales, Australia, providing tailored solutions that address their unique needs and challenges.

If you're looking for a trusted partner to help your business achieve its full potential, look no further than COLETEK. We pride ourselves on our ability to navigate complex projects, overcome obstacles, and deliver results that exceed expectations. Whether you're seeking expertise in engineering, product development, or beyond, we've got the knowledge, experience, and dedication to help you succeed.