AI & Machine Learning Services for Milroy 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 Milroy 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 Milroy 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 Milroy 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.

At COLETEK, we're proud to support businesses across Milroy, New South Wales, Australia, with our multidisciplinary engineering and product development expertise. As a respected player in the Australian industry since 2001, we've built a reputation for innovation, reliability, and collaboration. Our team of experts is dedicated to helping local businesses thrive by providing engineered solutions that meet their unique needs and goals. Based in Milroy, New South Wales, Australia, COLETEK operates throughout the region, serving clients across various industries. We take pride in our ability to understand the complexities of each business we work with, tailoring our approach to ensure seamless integration and maximum value. Whether you're looking to launch a new product or optimize existing operations, our team is equipped to provide the expertise and support you need. At COLETEK, we believe that effective problem-solving requires a deep understanding of the challenges and opportunities unique to your business. That's why we take the time to listen carefully, ask insightful questions, and collaborate closely with clients like those in Milroy, New South Wales, Australia. Our goal is to empower you with tailored solutions that drive real results. When it comes to engineering and product development, COLETEK stands out for its ability to balance technical excellence with practical business understanding. We're committed to delivering high-quality outcomes that meet the needs of businesses like yours in Milroy, New South Wales, Australia. Whether you're looking to simplify processes, improve quality, or drive innovation, our team is ready to help. Ready to take your business to the next level? Let's talk! Our experts are eager to collaborate with you on a customized solution that meets your unique needs and exceeds your expectations. Contact us today to discuss how COLETEK can support your business in Milroy, New South Wales, Australia.