AI & Machine Learning Services for Meringo 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 Meringo 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 Meringo 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 Meringo 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 local business owner in Meringo, New South Wales, Australia, you're likely looking for innovative solutions to drive your operations forward. At COLETEK, we've established ourselves as a go-to engineering and product development partner for businesses across diverse industries. Since 2001, our multidisciplinary team has been dedicated to fostering strong relationships with clients in Meringo and throughout Australia. Our reputation is built on delivering reliable, collaborative, and capable solutions that meet the unique needs of each business we serve. Whether you're seeking expert guidance, cutting-edge technology, or simply a trusted partner for your project, COLETEK is proud to offer its support to companies in Meringo, New South Wales, Australia. Operating from our headquarters based in Meringo, New South Wales, Australia, we've earned a reputation as a trusted engineering and product development company with a strong national presence. Our team leverages years of combined expertise to craft tailored solutions that drive value for businesses like yours across diverse sectors, from manufacturing and logistics to healthcare and finance. At COLETEK, we don't just talk about innovation – we live it every day through our passion for engineering, product development, and customer-centricity. We're here to empower your business to achieve new heights by providing the highest level of service, dedication, and commitment. Whether you're looking to streamline operations, develop new products, or enhance your competitive edge, our multidisciplinary team is poised to assist. By placing your trust in COLETEK, you can rest assured that your project will receive the attention to detail, expertise, and passion required to deliver exceptional results. We understand the importance of local partnerships and are committed to supporting businesses like yours across Meringo, New South Wales, Australia.