AI & Machine Learning Services for North St Marys 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 North St Marys 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 North St Marys 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 North St Marys 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 growing community in New South Wales, Australia, North St Marys is at the forefront of innovation and development. With its diverse range of businesses, startups, and entrepreneurs, the area presents unique opportunities for engineering and product development companies like COLETEK to make a meaningful impact. COLETEK has been a trusted national player in the Australian engineering and product development landscape since 2001. Our multidisciplinary expertise spans various sectors, enabling us to develop comprehensive solutions that cater to the specific needs of businesses operating in North St Marys and beyond. At the heart of our approach lies collaboration – we work closely with clients to understand their goals, challenges, and aspirations, before leveraging our capabilities to deliver tailored engineering and product development support. By being based in North St Marys, New South Wales, Australia, COLETEK is uniquely positioned to provide trusted guidance and innovative solutions to local businesses. We take pride in being a reliable partner for entrepreneurs and small-to-medium-sized enterprises (SMEs) – providing them with the capability to transform their operations and achieve their targets. Through our extensive experience, COLETEK has developed a reputation for delivering high-quality engineering and product development services that meet the specific needs of businesses throughout North St Marys, New South Wales, Australia. Our capabilities extend from conceptual design through prototyping and testing, allowing us to streamline processes, reduce costs, and enhance the overall performance of our clients' products. As an integral part of the Australian innovation ecosystem, COLETEK is committed to empowering businesses in North St Marys, such as in industries like advanced manufacturing, logistics, or healthcare, by helping them develop cutting-edge engineering solutions that drive growth, efficiency, and competitiveness. By choosing to partner with COLETEK, local business owners can leverage our expertise to overcome technical challenges, optimize operations, and future-proof their organizations. So if your North St Marys-based business is seeking a trusted ally in the world of engineering and product development, look no further than COLETEK. With our extensive track record in delivering innovative solutions that transform industries, we're confident that together, we can build something remarkable that propels your organization forward.