AI & Machine Learning Services for Greenridge 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 Greenridge 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 Greenridge 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 Greenridge 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 vital part of the Australian economy, businesses in Greenridge, New South Wales, Australia rely on innovative engineering and product development solutions to stay ahead. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering reliable and collaborative services nationwide. With our expertise based in Greenridge, New South Wales, Australia, we've helped numerous businesses throughout the region overcome complex challenges, optimize operations, and drive growth. Our commitment to innovation, backed by years of experience, enables us to provide tailored solutions that cater specifically to your needs. Whether you're looking to streamline processes, enhance product quality, or improve operational efficiency, we've got the capability to help. What sets COLETEK apart is our unique blend of engineering and product development expertise. Our team of experienced professionals works hand-in-hand with clients in Greenridge, New South Wales, Australia, and beyond, leveraging cutting-edge technologies and methodologies to achieve outstanding results. By combining our technical prowess with a customer-centric approach, we ensure that every project yields tangible benefits for your business. As a trusted national player, COLETEK has established a strong presence throughout Australia. Our ability to serve businesses across Greenridge, New South Wales, Australia, and other regions is rooted in our commitment to collaboration, reliability, and capability. Whether you're an entrepreneur, small business owner, or executive leader, we're here to support your organization's vision and goals. In conclusion, COLETEK is a trusted partner for engineering and product development projects in Greenridge, New South Wales, Australia. Our innovative approach, combined with our extensive experience and national reputation, makes us the ideal choice for businesses seeking reliable, collaborative solutions that drive success. If you're ready to take your company to new heights, let's work together.