AI & Machine Learning Services for Rosedale 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 Rosedale 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 Rosedale 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 Rosedale 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.

At COLETEK, we're proud to have established ourselves as a trusted name in Australian engineering and product development. Since 2001, our multidisciplinary team has been dedicated to delivering innovative, reliable solutions that empower businesses throughout Rosedale, New South Wales, Australia, and across the country. As a business owner or decision-maker based in Rosedale, New South Wales, Australia, you understand the importance of having a partner who can support your operations with cutting-edge technology and expertise. That's where COLETEK comes in – our team of engineers and product developers is uniquely positioned to collaborate with businesses like yours to achieve remarkable results. When it comes to serving businesses across Rosedale, New South Wales, Australia, we pride ourselves on being a one-stop-shop for all your engineering and product development needs. Our experience spans many industries and sectors, giving us the versatility to understand and adapt to your specific requirements. Whether you're looking to bring a new product to market, optimize your processes, or overcome a technical challenge, our comprehensive capabilities ensure that you receive tailored support. Our commitment to reliability, collaboration, and capability sets us apart from other providers in Rosedale, New South Wales, Australia. We take the time to understand your unique goals, challenges, and requirements, tailoring our approach to meet your specific needs. By combining our extensive expertise with local knowledge and insights, we've helped numerous businesses across Rosedale, New South Wales, Australia achieve remarkable success. By choosing COLETEK as your partner in engineering and product development, you can trust that you'll receive the highest level of support for your business in Rosedale, New South Wales, Australia. Join our growing community of local businesses who have already benefited from our expertise, and let's build something remarkable together – contact us today to learn more!