AI & Machine Learning Services for Kaputar 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 Kaputar 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 Kaputar 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 Kaputar 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.

With its rich history and stunning natural landscapes, Kaputar in New South Wales is a thriving hub for local businesses looking to drive growth and innovation. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation as a trusted partner to organizations across the country - including those based in Kaputar. Our team of experts has a proven track record of delivering innovative solutions that meet the unique needs of businesses operating in diverse sectors. Whether you're looking to optimize your operations, enhance customer experiences, or develop cutting-edge products, our capabilities are designed to support your success. With COLETEK, you can rely on us to provide tailored engineering and product development expertise to help you overcome challenges and achieve ambitions. As a company operating throughout Australia - including Kaputar, New South Wales - we're committed to collaborating closely with local businesses to understand their specific needs and challenges. Our innovative approach, combined with our extensive experience in fields such as mechanical, electrical, and software engineering, enables us to deliver effective solutions that drive real results for our partners. By working with COLETEK, you can tap into a wealth of expertise and resources to help navigate the complexities of product development and engineering - whether you're a manufacturing business looking to optimize production lines or a tech startup seeking to bring innovative products to market. Our comprehensive capabilities, coupled with our commitment to reliability, are designed to empower businesses like yours to achieve greater success. So why look elsewhere for trusted partners in Kaputar when COLETEK is here to provide innovative, engineering-driven solutions that drive real value for your business? Let's work together to build something remarkable - and contact us today to take the first step towards achieving your goals.