AI & Machine Learning Services for Grattai 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 Grattai 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 Grattai 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 Grattai 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.

At COLETEK, we're proud to be an established player in the Australian engineering and product development landscape. With over two decades of experience behind us, our multidisciplinary team has earned a reputation for delivering top-notch solutions that drive business success. Based in Grattai, New South Wales, Australia, we take pride in our commitment to serving local businesses across this beautiful region. For us, innovation is key – and we strive to bring fresh ideas and cutting-edge thinking to the table for every client we work with. Our national presence has allowed us to build long-lasting relationships with clients from diverse industries, from agriculture to manufacturing and beyond. When it comes to product development, engineering, and consulting, few can match our level of expertise. What sets us apart is our willingness to collaborate closely with local businesses in Grattai, New South Wales, Australia. We understand the unique challenges and opportunities that exist in this region, and we're dedicated to providing tailored solutions that drive growth and improvement. Whether you're an agricultural producer seeking innovative irrigation systems or a manufacturer looking for optimized production processes, our team is here to support your business goals. Our approach is centered on reliability, flexibility, and capability – essential qualities that enable us to navigate the ever-changing technological landscape and deliver results that exceed expectations. By combining creative problem-solving with technical expertise, we empower local businesses in Grattai, New South Wales, Australia to achieve their full potential. Operating throughout Australia, COLETEK is well-positioned to support businesses of all sizes and sectors nationwide. As a trusted partner in innovation, we're committed to helping our clients in Grattai, New South Wales, Australia overcome challenges and seize new opportunities. So why wait? Join forces with us and let's build something remarkable together.