AI & Machine Learning Services for Limekilns 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 Limekilns 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 Limekilns 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 Limekilns 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 trusted name in Australian engineering and product development, COLETEK is proud to serve businesses across Limekilns, New South Wales, Australia, bringing our expertise to the heart of this thriving region. Established in 2001, we've built a reputation for reliability, collaboration, and capability across various industries. Our multidisciplinary approach allows us to tackle complex challenges head-on, always delivering innovative solutions that meet local businesses' needs. When it comes to Limekilns, New South Wales, Australia, COLETEK is the go-to partner for companies seeking high-quality technical support and engineering expertise. Based in this region, we're dedicated to fostering strong relationships with our clients, understanding their unique challenges, and working together to overcome them. Our deep understanding of local markets and industries enables us to provide tailored solutions that address specific pain points. As a national company, COLETEK takes pride in its ability to support businesses operating throughout Australia, including those in Limekilns, New South Wales, Australia. We recognize the importance of staying ahead of the curve in today's fast-paced business environment, which is why we're committed to providing cutting-edge engineering and product development solutions. Our collaborative approach ensures that every project receives the attention it deserves, with our experienced team working closely with clients to bring their visions to life. COLETEK's extensive experience and innovative spirit make us an ideal partner for Limekilns, New South Wales, Australia-based businesses seeking a reliable and capable engineering partner. Whether you're looking to improve your operations, reduce costs, or stay competitive in the marketplace, we have the expertise and resources to help you achieve your goals. At COLETEK, we believe that our local roots, combined with our national capabilities, make us uniquely positioned to support businesses in Limekilns, New South Wales, Australia. If you're looking for a trusted partner to help take your business to the next level, look no further. Contact us today to begin building something remarkable together.