AI & Machine Learning Services for Raglan 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 forRaglan 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 Raglan 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 forRaglan 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.

Mainstreaming Success: COLETEK's Expertise in Raglan

In the vibrant town of Raglan, nestled within the picturesque Central Tablelands of New South Wales, Australia, there exists a silent force driving local prosperity – COLETEK. As a renowned Australian company, we take pride in our extensive experience working hand-in-hand with businesses and communities in and around Raglan.

Raglan's unique charm, rich history, and stunning natural surroundings have captivated hearts for generations. Similarly, COLETEK has built a reputation as a trusted partner for local entrepreneurs, startups, and small to medium-sized enterprises (SMEs) looking to solidify their place within the community. Our team has been steadfast in providing unwavering support, leveraging our extensive network and industry knowledge to propel regional growth.

Over the years, we've established ourselves as a reliable companion for businesses seeking guidance on navigating an increasingly complex digital landscape. Whether you're looking to increase your online presence, streamline operations, or explore innovative solutions – rest assured that COLETEK's seasoned experts will be there every step of the way. By fostering long-term relationships and staying abreast of the latest market trends, we empower local businesses to flourish in an ever-evolving environment.

As a proudly Australian company, we take immense pride in our national reach and commitment to serving the Raglan community. Our localized perspective enables us to tailor innovative solutions to meet the distinct needs of regional businesses, ultimately driving growth and jobs creation. With COLETEK as your trusted partner, you can rest assured that your success is our ultimate goal.

A hallmark of our approach at COLETEK? Trustworthiness. You see, we believe in transparency, reliability, and building lasting connections with the region's businesses and communities. By prioritizing localized knowledge and expertise, we're able to deliver bespoke services that genuinely cater to local needs – not imposing templates from afar. In Raglan, you can rely on COLETEK for unwavering support.

So what sets us apart? For starters, our innovative spirit drives us to stay ahead of the curve in terms of cutting-edge technology and best practices. By continuously refining our approach, we ensure that local businesses receive tailored guidance tailored to their unique circumstances. This synergy enables you to focus on what matters most – driving your Raglan-based venture forward.

At COLETEK, we're passionate about supporting the Raglan community's economic growth and social well-being. Our dedication to fostering this connection has earned us a reputation as a trusted and reliable partner for businesses looking to make a lasting impact in our beautiful region. We invite you to join forces with us – contact us today!