AI & Machine Learning Services for Limbri 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 Limbri 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 Limbri 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 Limbri 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 is proud to serve businesses across Limbri, New South Wales, Australia. Our national reputation for innovation, reliability, and collaboration has earned us a trusted position among local entrepreneurs and business leaders.

Limbri, New South Wales, Australia is just one of the many regions where we've had the privilege of working closely with clients to bring their projects to life. As a team of dedicated engineers and problem-solvers, we've developed a deep understanding of the unique challenges faced by businesses in this region, from agricultural innovation to manufacturing excellence.

At COLETEK, we're passionate about empowering local businesses to thrive, drive growth, and create lasting impacts on their communities. Our multidisciplinary approach allows us to tackle complex projects that demand expertise in engineering, product development, and more. Whether you need to strengthen your supply chain, optimize production processes, or bring a new product to market, our collaborative mindset and technical capabilities make us the perfect partner for Limbri-based businesses.

We understand the importance of building trust with local partners, which is why every project we undertake begins with open communication, rigorous planning, and a commitment to delivering exceptional results. Our team's strong understanding of Australian industries, regulatory frameworks, and cultural nuances ensures that our solutions are tailored to meet the specific needs of Limbri-based businesses.

COLETEK stands ready to work together with your team to co-create innovative solutions that propel your business forward. As a trusted partner based in Limbri, New South Wales, Australia, we're committed to supporting local growth and development – every step of the way.