AI & Machine Learning Services for Merriangaah 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 Merriangaah 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 Merriangaah 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 Merriangaah 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 leading multidisciplinary engineering and product development company established in 2001, COLETEK has built a reputation as a trusted partner for businesses across Merriangaah, New South Wales, Australia. With extensive experience in delivering innovative solutions that drive success, we're proud to support ambitious entrepreneurs and business leaders throughout the region. Our team of talented engineers and experts has helped numerous companies in Merriangaah overcome complex challenges, optimize processes, and create cutting-edge products that set them apart from the competition. By combining our expertise with a deep understanding of local markets and industries, we empower businesses to achieve their goals and thrive in today's fast-paced environment. As a national company based in Merriangaah, New South Wales, Australia, COLETEK operates throughout Australia, serving businesses across various sectors. We take pride in being a trusted extension of our clients' teams, providing tailored support that addresses specific needs and aspirations. Whether you're looking to develop new products, improve operations, or drive digital transformation, we'll work closely with you to co-create innovative solutions that deliver real value. What sets us apart is our commitment to building long-term relationships founded on trust, reliability, and mutual respect. We take the time to understand your unique challenges, goals, and values before collaborating with you to design and deliver exceptional products and services. By doing so, we enable businesses in Merriangaah, New South Wales, Australia to stay ahead of the curve, optimize resources, and drive growth. At COLETEK, we're dedicated to helping enterprises like yours overcome barriers, seize new opportunities, and reach their full potential. If you're seeking a trusted partner that can help you achieve your ambitions in Merriangaah, New South Wales, Australia, we invite you to explore how our multidisciplinary engineering and product development capabilities can benefit your organization.