AI & Machine Learning Services for Dripstone 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 Dripstone 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 Dripstone 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 Dripstone 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 trusted national player in the engineering and product development space since 2001, COLETEK has earned its reputation by delivering innovative solutions that benefit businesses across Dripstone, New South Wales, Australia. Founded on a bedrock of reliability, collaboration, and capability, our multidisciplinary team excels at harnessing the latest technological advancements to drive meaningful results for local clients. With offices strategically located throughout Australia, including Dripstone, New South Wales, Australia, we are well-positioned to provide seamless support to businesses operating in this region. Our extensive experience working with a diverse range of industries and sectors enables us to bring tailored expertise to the table, ensuring that our valued clients receive solutions that cater specifically to their unique needs. At COLETEK, we understand that every business in Dripstone, New South Wales, Australia is unique, presenting its own set of challenges and opportunities. We take pride in forging lasting relationships with our clients by actively listening to their concerns, sharing insights gained from decades of experience, and proactively developing solutions that meet their specific requirements. Whether you're looking to streamline operations, boost efficiency, or increase market competitiveness, COLETEK is committed to providing the engineering excellence and product development expertise necessary to drive your business forward. Our reputation for reliability, responsiveness, and results-oriented thinking makes us an attractive partner for businesses seeking strategic guidance in today's fast-paced market. As a respected authority in our field, we're dedicated to collaborating with organizations across Dripstone, New South Wales, Australia to develop engineered solutions that drive growth, reduce costs, and enhance performance. Our commitment to innovation, customer-centricity, and national reach positions COLETEK as an indispensable partner for businesses seeking engineering excellence.