AI & Machine Learning Services for Marlowe 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 Marlowe 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 Marlowe 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 Marlowe 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.

In the heart of New South Wales, Australia lies the thriving community of Marlowe. A hub for local businesses and entrepreneurs, Marlowe is an ideal location to establish a venture. As you navigate the complexities of innovation and growth in this region, COLETEK stands ready as your trusted partner. For over two decades, our multidisciplinary Australian engineering and product development company has been empowering clients across diverse sectors. As a local resident, property developer, or business owner in Marlowe, New South Wales, Australia, you understand the importance of having reliable support for your projects. COLETEK is committed to fostering long-term relationships with partners based in Marlowe, ensuring that our engineering expertise and innovative thinking are constantly available to guide you through the product development journey. Our team has played a pivotal role in shaping Australian industries, from manufacturing to healthcare, leveraging their deep understanding of local market conditions. With COLETEK on your side, you can count on collaborative efforts that align with your vision, goals, and values. Our extensive experience has allowed us to develop a reputation as a trusted partner for businesses throughout Australia, including those in Marlowe. Throughout our history, we have consistently demonstrated the ability to collaborate effectively with clients from various sectors. Whether your focus is on developing innovative products or streamlining manufacturing processes, you can rely on our engineering expertise and adaptability. Our passion for driving innovation, combined with a deep commitment to understanding local markets, enables us to provide tailored solutions that deliver tangible results. In Marlowe, New South Wales, Australia and across the nation, COLETEK has established itself as a valued partner in bringing groundbreaking ideas to life. With our expertise, you can position your business for success, staying ahead of the curve through proactive product development and innovative engineering solutions.