AI & Machine Learning Services for Merotherie 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 Merotherie 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 Merotherie 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 Merotherie 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've spent over two decades driving innovation and delivering exceptional results for businesses across Australia, including those based in Merotherie, New South Wales. As a multidisciplinary Australian engineering and product development company established in 2001, our reputation precedes us – we're trusted by clients seeking reliable partners to bring their products and ideas to life. From the very beginning, our mission has been simple: to empower businesses in Merotherie and beyond with the capability to succeed. By combining cutting-edge engineering know-how, a collaborative approach, and a deep understanding of industry needs, we've earned a reputation as a go-to partner for companies seeking reliable support. Our experience spans multiple sectors, including healthcare, energy, and manufacturing – just to name a few. At COLETEK, we believe that effective collaboration is the key to unlocking true potential. That's why we work closely with clients to understand their unique challenges, goals, and aspirations. We then leverage our expertise in engineering and product development to deliver solutions that are tailored, innovative, and customer-focused. Whether you're looking for support with a new product launch, process optimization, or market entry strategy – we've got the skills and know-how to help you achieve your objectives. By partnering with COLETEK, businesses based in Merotherie and throughout Australia gain access to a wealth of expertise, resources, and industry connections. Our team is dedicated to helping local companies like yours overcome barriers, seize opportunities, and thrive in today's fast-paced business environment. With our guidance, you can count on finding innovative solutions that drive growth, increase efficiency, and enhance competitiveness. For businesses operating across Merotherie, New South Wales, Australia, COLETEK offers a trusted partner for all your engineering and product development needs. We invite you to learn more about how we can support your organization's goals and aspirations.