AI & Machine Learning Services for Magenta 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 Magenta 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 Magenta 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 Magenta 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 engineering and product development company established in 2001, COLETEK has earned a reputation as a go-to partner for businesses of all sizes across Magenta, New South Wales, Australia. With our multidisciplinary team of experts, we combine cutting-edge innovation with unwavering reliability to help you overcome the challenges facing your business. Our story began over two decades ago, fueled by a passion for engineering and a commitment to delivering exceptional solutions that meet the unique needs of each client. Today, COLETEK is proud to be one of Australia's leading multidisciplinary engineering and product development companies, with a presence throughout Magenta, New South Wales, Australia. As your trusted partner in innovation, we're dedicated to supporting businesses across Magenta, New South Wales, Australia, from start-ups to multi-national corporations. Our team brings together experts in various disciplines, including mechanical, electrical, and software engineering, product design, and process development. This collaborative approach enables us to tackle complex projects, develop bespoke solutions, and drive results that exceed our clients' expectations. When you partner with COLETEK, you can rely on our seasoned professionals to bring their expertise and experience to the table, ensuring seamless integration with your existing operations and workflows. Our reputation for delivering high-quality products and services has earned us a loyal client base throughout Magenta, New South Wales, Australia, and we're dedicated to continuing this tradition with every project. If you're looking for a trusted partner to elevate your operations in Magenta, New South Wales, Australia, look no further than COLETEK. Our team is ready to help you uncover innovative solutions that drive growth, reduce costs, and delight customers. Whether you're seeking to develop new products, streamline processes, or optimize operations, we're committed to supporting businesses across Magenta, New South Wales, Australia, with the latest technologies and expertise.