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 for Raglan 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). 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 for Raglan 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 engineering and product development company based in Raglan, Victoria, Australia, we're proud to support businesses across this vibrant region with reliable, innovative, and collaborative solutions. For over two decades, COLETEK has established itself as a multidisciplinary Australian engineering and product development company, providing exceptional service to a wide range of industries throughout the country. Our commitment to delivering results-driven products and processes sets us apart from others in the industry. With an unparalleled track record of reliability, our team is dedicated to building strong relationships with businesses across Raglan, Victoria, Australia, and beyond. Whether you're seeking expert guidance, innovative solutions, or simply want a trusted partner by your side, COLETEK has got you covered. Operating throughout Raban, Victoria, Australia, we've developed a deep understanding of the local market's unique challenges and opportunities. Our experts will work closely with your team to identify key pain points and craft tailored solutions that meet your specific needs. By collaborating with our engineers, product developers, and innovators, businesses in Raglan, Victoria, Australia can rest assured they're getting the best possible outcome. From concept to reality, COLETEK brings an unmatched level of expertise and dedication to every project we undertake. Our team is passionate about delivering exceptional results that drive real value for businesses across Raglan, Victoria, Australia. By choosing COLETEK as your trusted engineering partner, you can count on: * Results-driven solutions tailored to your specific needs * Collaborative approach with our expert engineering and product development team * Proven track record of reliability and innovation As a local business owner or technical decision-maker in Raglan, Victoria, Australia, you deserve a partner that understands the nuances of your market. Look no further than COLETEK – we're proud to serve businesses across this region and beyond.