AI & Machine Learning Services for Marshall Mount 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 Mount 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 Mount 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 Mount 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses across Marshall Mount, New South Wales, Australia. Our national reach extends far beyond this thriving community, but it's here that we've proudly demonstrated our capability to support local companies, helping them overcome innovative challenges. With roots firmly planted in Marshall Mount, we take pride in understanding the unique needs of entrepreneurs and business leaders within the region. Whether you're just starting out or looking to scale your operation, COLETEK is committed to providing reliable engineering solutions that meet your specific objectives. Our team of experts collaborates seamlessly across disciplines, ensuring that your project receives the bespoke attention it requires. Over the years, we've developed a keen sense of local business culture and an ability to adapt our approach to serve the diverse needs of Marshall Mount's commercial landscape. From small start-ups to established enterprises, our support has empowered businesses in various industries to bring their products and services to the forefront. What sets us apart is our unwavering dedication to innovation, underpinned by a passion for engineering and product development. Our expertise ensures that local businesses like yours receive tailored solutions that drive growth, streamline operations, or address specific challenges. This approach has enabled us to build long-lasting relationships with clients across Marshall Mount, New South Wales, Australia, and throughout the country. When you partner with COLETEK, you can rest assured that your business receives unparalleled engineering support from a trusted Australian company based in Marshall Mount, New South Wales, Australia. Our reputation speaks for itself, as we continue to operate throughout the region, serving businesses across Marshall Mount, New South Wales, Australia, and far beyond.