AI & Machine Learning Services for Marshall 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 Marshall 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 Marshall 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 Marshall 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.

Located in the heart of Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. As a trusted national reputation, we have built a strong foundation on reliability, innovation, and collaboration to support businesses across Marshall, Victoria, Australia, and throughout our nation. With years of experience in delivering cutting-edge solutions for various industries, COLETEK has earned a reputation as a go-to partner for businesses seeking expert engineering and product development services. Our team has been instrumental in driving transformative change in their respective domains, from healthcare and manufacturing to energy and infrastructure. Founded in Marshall, Victoria, Australia, we take great pride in our local roots and commitment to the regional community. As part of our ongoing efforts to strengthen economic growth and innovation within this region, we are dedicated to supporting businesses across Marshall, Victoria, Australia with tailored solutions that meet their unique needs and goals. Whether it's developing novel products, optimizing existing processes, or leveraging digital technologies to stay ahead of the curve, we strive to build strong relationships and deliver results. Our multidisciplinary team consists of experienced engineers, scientists, and experts from various backgrounds, all united by a passion for innovation and a dedication to delivering exceptional outcomes. At COLETEK, we understand that every business is unique, with its own set of challenges, goals, and aspirations. That's why we take the time to listen, consult, and develop customized approaches tailored to the specific needs of our clients in Marshall, Victoria, Australia. Whether you're looking to expand your product offerings, streamline operations, or simply find new ways to drive revenue and growth, we invite you to explore how COLETEK can support your business. Our trusted reputation speaks for itself, with years of experience delivering results across various industries on a national scale – now it's time to bring that expertise to bear in Marshall, Victoria, Australia.