AI & Machine Learning Services for Meroo 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 Meroo 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Meroo 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 Meroo 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.

At COLETEK, we're a multidisciplinary Australian engineering and product development company established in 2001. Our reputation as a trusted partner has grown nationally over the past two decades, with our roots firmly planted in the local communities we serve. We're proud to operate throughout Meroo, New South Wales, Australia, supporting businesses of all sizes and sectors. Our team of experts is dedicated to delivering reliable solutions that drive innovation and solve real-world problems. Whether you're a local business owner or technical decision-maker, COLETEK's capabilities are tailored to meet the unique needs of companies like yours, serving businesses across Meroo, New South Wales, Australia. Our in-depth knowledge of this region, coupled with our national perspective, allows us to bring a fresh and innovative approach to even the most complex challenges. As a multidisciplinary company, we offer end-to-end solutions that encompass the full product lifecycle – from concept development through design and testing to production and manufacturing. By collaborating closely with your team, we'll work tirelessly to ensure that our solutions meet your specific requirements and exceed your expectations. Based in Meroo, New South Wales, Australia, we've developed a deep understanding of this region's distinct culture, infrastructure, and regulatory landscape. This expertise allows us to provide customized support that addresses the needs of local businesses like yours, operating throughout Meroo, New South Wales, Australia. At COLETEK, our focus is on building long-term relationships built on trust, reliability, and results. We're committed to helping you achieve your goals and overcome any challenges you may face in this region. As a leader in Australian engineering and product development, we're confident that our capabilities will enable you to drive success in Meroo, New South Wales, Australia.