AI & Machine Learning Services for Mount Darragh 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 Mount Darragh 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 Mount Darragh 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 Mount Darragh 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 trusted national player in engineering and product development, COLETEK is proud to serve businesses across Mount Darragh, New South Wales, Australia. With over 20 years of experience delivering innovative solutions, we have established ourselves as a multidisciplinary Australian company capable of tackling the most complex challenges. Headquartered in Mount Darragh, New South Wales, Australia, our team of experts operates throughout the region and nationwide, working closely with local businesses to design, develop, and deliver exceptional products and services. With a commitment to reliability, collaboration, and capability, we are dedicated to helping clients succeed through cutting-edge engineering and product development. At COLETEK, we understand that every business has unique needs and requirements. That's why our multidisciplinary team brings together expertise in various fields to offer bespoke solutions. Whether you're looking for a trusted partner to help you bring your ideas to life or seeking guidance on how to overcome specific technical challenges, our team is here to support you. By operating throughout Mount Darragh, New South Wales, Australia and beyond, we have built strong relationships with local businesses across various industries. Our team's flexibility, adaptability, and expertise enable us to successfully navigate the complexities of different sectors, ensuring that your project receives the attention it deserves. So why partner with COLETEK? Our team is comprised of highly skilled engineers and developers who are passionate about delivering innovative solutions that make a real difference. By leveraging our trusted reputation, national reach, and local understanding of Mount Darragh, New South Wales, Australia's unique needs, we can help you achieve your business goals.