AI & Machine Learning Services for Mulloon 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 Mulloon 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 Mulloon 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 Mulloon 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 valued business leader or decision-maker based in Mulloon, New South Wales, Australia, you're likely focused on driving innovation, improving efficiency, and staying ahead of the curve. At COLETEK, our mission is to empower your organization with reliable, innovative, and tailored engineering and product development solutions that meet the unique needs of your industry. As a multidisciplinary Australian company established in 2001, we've built a reputation for delivering exceptional results across various sectors. Our expertise spans software-defined systems, IoT, artificial intelligence, data analytics, cybersecurity, electrical engineering, mechanical engineering, and more. By combining our deep understanding of technology with a passion for collaboration, we help businesses like yours overcome complex challenges, identify new opportunities, and drive growth. When you operate in Mulloon, New South Wales, Australia, it's essential to partner with an engineering and product development company that shares your commitment to excellence, reliability, and customer satisfaction. COLETEK is proud to be a trusted national player, capable of serving businesses across Mulloon, New South Wales, Australia, and beyond. Our innovative approach, coupled with our extensive expertise, enables us to develop bespoke solutions that meet the distinct needs of your organization. At COLETEK, we don't just focus on providing individual services – we concentrate on building strong relationships based on mutual trust, open communication, and a collaborative mindset. This approach has earned us a reputation as a reliable partner for businesses in Mulloon, New South Wales, Australia, seeking to stay ahead of the curve. Now, it's our pleasure to offer our expertise to you. If you're interested in learning more about how COLETEK can help your business thrive, please don't hesitate to reach out. Together, let's build something remarkable for Mulloon, New South Wales, Australia, and beyond. Let’s get started!