AI & Machine Learning Services for Austral Eden 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 Austral Eden 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 Austral Eden 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 Austral Eden 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 the picturesque community of Austral Eden, New South Wales, Australia, businesses are thriving, driven by innovation, passion, and resilience. As a trusted ally in this journey, COLETEK is proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation built on reliability, collaboration, and capability. For over two decades, we have been serving businesses across Austral Eden, New South Wales, Australia, understanding the unique challenges and opportunities that arise from this region's strong agricultural heritage, stunning natural beauty, and growing urban centers. Our team of experts has worked closely with local entrepreneurs, startups, and established companies, empowering them to overcome hurdles, seize new opportunities, and drive progress. Our engineering and product development capabilities have been honed through numerous projects across diverse industries. We excel in bringing together the right expertise, tools, and techniques to deliver tailored solutions that meet our clients' specific needs. This expertise, combined with our keen understanding of the Austral Eden region's distinct characteristics, allows us to provide businesses throughout New South Wales, Australia with a trusted partner for their engineering and product development requirements. When partnering with COLETEK, businesses in Austral Eden can expect collaborative problem-solving, innovative thinking, and a deep commitment to delivering exceptional outcomes. We take pride in building long-term relationships based on mutual trust, open communication, and shared goals. Our reputation as a reliable and capable engineering and product development company has been earned through continuous improvement, adaptability, and dedication to our clients' success. As Austral Eden continues to evolve, COLETEK is poised to support the growth of local businesses, from pioneering new products and services to developing innovative solutions for traditional industries. Together with the region's entrepreneurs, we can create remarkable outcomes that not only benefit our community but also contribute to Australia's economic prosperity.