AI & Machine Learning Services for Attunga 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 Attunga 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 Attunga 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 Attunga 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 owner or decision-maker in Attunga, New South Wales, Australia, you know that staying ahead of the curve requires trusted partners who understand your unique challenges and needs. COLETEK is pleased to offer its expertise as a multidisciplinary Australian engineering and product development company established in 2001.

With our team's passion for innovation and commitment to delivering reliable solutions, we're dedicated to supporting businesses like yours throughout Attunga, New South Wales, Australia, and across the entire country. Whether you're looking to improve operational efficiency, develop new products, or drive growth, we have the capability and experience to help you achieve your goals.

Nestled in Attunga, New South Wales, Australia, we're well-armed with a deep understanding of local market conditions and regulatory frameworks. Our engineers and product developers work collaboratively to deliver tailored solutions that address specific industry needs, from agriculture to manufacturing, and everything in between. By leveraging our expertise and national reputation for excellence, you can be confident that your business is in good hands.

We take pride in operating throughout Attunga, New South Wales, Australia, serving businesses across the region with tailored engineering and product development solutions. Our extensive experience working with local companies has allowed us to develop a keen understanding of regional challenges and opportunities.

So why choose COLETEK as your trusted partner? By investing in our expertise, you'll benefit from our reliability, collaboration, and capability. We're committed to delivering unparalleled value through innovative solutions that drive results for any sized business operating in Attunga, New South Wales, Australia.