AI & Machine Learning Services for Little Back Creek 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 Little Back Creek 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 Little Back Creek 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 Little Back Creek 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 had the privilege of serving businesses across Little Back Creek, New South Wales, Australia. With our national reputation for reliability, collaboration, and capability, we're well-equipped to support local entrepreneurs, business leaders, and innovators who aim to make a lasting impact. Over the years, we've developed a deep understanding of the unique challenges and opportunities that come with operating in Little Back Creek, New South Wales, Australia. Our team has worked tirelessly to design, develop, and deliver innovative engineering solutions that address specific needs and goals. By doing so, we're able to help businesses like yours thrive in an ever-changing landscape. At COLETEK, we take pride in being based in Little Back Creek, New South Wales, Australia and operating throughout the region. We genuinely believe that fostering strong relationships with local businesses is essential for driving growth and progress. As such, we've dedicated ourselves to providing top-notch engineering services that empower entrepreneurs, small business owners, and industry leaders like you. While our expertise spans a wide range of engineering disciplines, our focus on collaboration, mutual understanding, and effective communication sets us apart from other providers. By aligning our capabilities with your goals, aspirations, and challenges, we empower businesses in Little Back Creek, New South Wales, Australia to achieve what once seemed impossible. Whether you're looking to optimize processes, develop new products, or enhance operational efficiency, our team is here to help. So why choose COLETEK? Simply put, we've built a reputation for delivering exceptional results, every time. We take the time to understand your unique needs and concerns, leveraging our multidisciplinary expertise to develop tailored solutions that drive value. With COLETEK on your side, you can trust that you're partnering with a trusted, respected name in the industry. Let's build something remarkable together.