AI & Machine Learning Services for Ulmarra 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 Ulmarra 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 Ulmarra 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 Ulmarra 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 of our national reputation as a trusted partner for businesses across Ulmarra, New South Wales, Australia. Our multidisciplinary engineering and product development expertise has been honed over 20 years, with our roots firmly planted in the Australian soil since 2001. We're committed to delivering cutting-edge innovation that drives real results – no matter your industry or market. As a local business owner or technical decision-maker in Ulmarra, New South Wales, Australia, you deserve a partner who understands your unique challenges and opportunities. That's where COLETEK comes in. Our team of experts is based in Ulmarra, New South Wales, Australia, with a deep understanding of the local market and the needs of businesses like yours. We've had the privilege of serving organisations across diverse sectors throughout Australia, from manufacturing and defence to healthcare and more. Through our comprehensive product development and engineering services, we help you tackle complex problems and seize new opportunities. Whether you're seeking reliability, collaboration, or capability, COLETEK is well-positioned to support your goals. Our multidisciplinary approach means that we bring together experts from various fields – engineering, design, science, and project management – to create innovative solutions tailored to the needs of businesses operating within Ulmarra, New South Wales, Australia. We're not just talking about technology for its own sake; we're focused on delivering meaningful outcomes that drive real value. As you navigate the ever-changing landscape of your industry, rest assured that COLETEK is here to help you stay ahead of the curve. Our commitment to excellence, our passion for innovation, and our dedication to serving businesses across Ulmarra, New South Wales, Australia make us an ideal partner for your next project or challenge.