AI & Machine Learning Services for Mirannie 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 Mirannie 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 Mirannie 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 Mirannie 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.

For over two decades, COLETEK has been a trusted partner for businesses across Mirannie, New South Wales, Australia, providing unparalleled engineering and product development expertise. Founded in 2001 as a multidisciplinary Australian company, we've established ourselves as a leader in the industry by staying at the forefront of innovation and technology. As a business operating throughout Australia, including Mirannie, New South Wales, Australia, we understand the unique challenges faced by local entrepreneurs and corporate leaders. That's why we're dedicated to delivering reliable engineering and product development solutions that meet the specific needs of businesses like yours. Our team of experts is committed to collaboration, always staying in close communication with our clients to ensure their goals and objectives are met. With extensive experience across various sectors, including manufacturing, energy, and construction, we've developed a reputation for being capable and trustworthy. Our portfolio of successful projects demonstrates our ability to deliver results that exceed expectations. By tapping into COLETEK's collective knowledge and expertise, businesses in Mirannie, New South Wales, Australia, can confidently rely on us to develop innovative products and solutions that drive growth and success. Whether you're looking to improve operational efficiency, streamline processes, or simply need a trusted partner to help propel your business forward, we're here to support you every step of the way. At COLETEK, we pride ourselves on our ability to take complex problems and turn them into reliable solutions that meet the unique needs of businesses operating in Mirannie, New South Wales, Australia. As a company based in Mirannie, New South Wales, Australia, we're deeply committed to supporting the local business community. Our people are passionate about working closely with clients like you to build lasting partnerships that foster growth and prosperity. If you're looking for an experienced engineering and product development partner that truly understands the challenges and opportunities facing businesses in Miranni