AI & Machine Learning Services for Mograni 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 Mograni 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 Mograni 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 Mograni 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.

Located in the heart of New South Wales, Australia, Mograni is a thriving community that presents a wealth of opportunities for businesses to flourish. At COLETEK, we believe that every business deserves the chance to grow and succeed, regardless of size or industry. Established in 2001 as a multidisciplinary Australian engineering and product development company, our reputation as trusted innovators has grown alongside our expertise.

As experts with a national presence, we're committed to supporting businesses in Mograni and across Australia, providing reliability, collaboration, and capability that empowers their success. With years of experience, we've honed our skills to identify and address the unique challenges faced by local entrepreneurs, ensuring they have the tools and solutions necessary to thrive.

Our presence in Mograni, New South Wales, Australia is more than just a geographic marker – it represents our unwavering commitment to serving businesses across this region. We're not just another technical provider; we're partners who understand the importance of localized expertise in driving regional growth. By leveraging our national reputation and regional insight, we're poised to deliver tailored solutions that address the distinct needs of Mograni's growing business ecosystem.

In short, COLETEK is dedicated to empowering local businesses in Mograni, New South Wales, Australia through engineering and product development excellence. We'll work closely with you to identify your unique challenges, develop innovative solutions, and implement them with precision and care. Our goal is simple: to help you succeed.

So, why wait? Let's build something remarkable together. We're ready to bring our expertise, innovation, and passion for engineering and product development to the table – all in service of Mograni's unique business landscape.