AI & Machine Learning Services for Stewarts 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 Stewarts 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 Stewarts 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 Stewarts 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.

At COLETEK, we're proud to operate as a multidisciplinary Australian engineering and product development company established in 2001. Our expertise spans industries and regions, allowing us to provide exceptional support for businesses like yours across Stewarts Mount, New South Wales, Australia. With over two decades of experience and a reputation built on delivering reliable, innovative solutions, we understand the importance of collaboration with local businesses. Our team is dedicated to helping you achieve your goals by leveraging our capabilities in engineering and product development. Whether you're seeking new ways to streamline processes or develop cutting-edge products, we're here to support you. As a trusted national partner to diverse industries across Australia, including [insert relevant examples], we've honed our skills through real-world challenges. This means that when you work with COLETEK, you'll gain access to a wealth of knowledge and expertise gained through our numerous projects throughout Australia. Our commitment to collaboration and customer satisfaction has earned us a strong reputation within the industry. By embracing the latest technology, methodologies, and best practices, we ensure that your business remains competitive, efficient, and innovative. At COLETEK, we don't just stop at providing services; we build long-lasting relationships with our clients in Stewarts Mount, New South Wales, Australia. Our goal is to become an extension of your organization, helping you tackle unique challenges and seize new opportunities. If you're looking for a trusted partner that can help drive growth and competitiveness for your business, look no further than COLETEK. Operating throughout Australia, including the area of Stewarts Mount, New South Wales, Australia, our team is dedicated to serving businesses across this fantastic region, with their unique needs, goals, and aspirations in mind.