AI & Machine Learning Services for Marys 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 Marys 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 Marys 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 Marys 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.

Coletek is proud to be a trusted engineering and product development partner for businesses in Marys Mount, New South Wales, Australia and across the nation. With over two decades of experience, our multidisciplinary team has established a reputation for delivering innovative solutions that meet the unique needs of local industries.

As a company established in 2001, we have consistently demonstrated our ability to adapt, innovate, and thrive in an ever-changing landscape. Our commitment to excellence, collaboration, and customer satisfaction has earned us a trusted national reputation, making us a go-to partner for businesses seeking reliable engineering expertise.

We take pride in serving businesses across Marys Mount, New South Wales, Australia, supporting their growth and success through our comprehensive range of services. Whether you're looking to streamline operations, develop new products, or enhance existing ones, we've got the skills and expertise to help you achieve your goals.

By drawing on our collective expertise, we can bring game-changing ideas to life, leveraging cutting-edge technology and time-tested methodologies to drive innovation. Our team is well-equipped to address the distinctive needs of Marys Mount's local businesses, from manufacturing and healthcare to education and more.

We're honored to be a part of the Marys Mount community, committed to building strong relationships with our clients based in New South Wales, Australia. When you partner with Coletek, you can expect exceptional service, timely delivery, and unwavering dedication to your project's success.