AI & Machine Learning Services for Cattai 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 Cattai 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 Cattai 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 Cattai 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 the trusted engine of innovation for businesses across Cattai, New South Wales, Australia, COLEtec is proud to have been serving local entrepreneurs and companies since 2001. With a multidisciplinary team of Australian engineers and product development experts, we've established ourselves as a go-to partner for companies seeking reliable solutions to grow their operations. Whether you're based in Cattai or operating throughout New South Wales, Australia, COLEtec is committed to collaborating with your business to deliver tailored engineering and product development expertise. Our team's diverse backgrounds and skills enable us to tackle complex projects, from concept design to prototype testing and implementation. With our extensive experience, we've developed the capability to address a wide range of industries, from manufacturing to construction, and every industry in between. By partnering with COLEtec, Cattai businesses can tap into our national reputation for reliability, innovation, and exceptional customer service. We take pride in our ability to work closely with local clients, understanding their unique needs and challenges, and developing solutions that meet those specific requirements. Our expertise spans the entire product lifecycle, from design and prototyping through testing and production. Throughout Australia, including Cattai and its surrounding regions, COLEtec is dedicated to empowering businesses to drive success through collaborative engineering and product development. Whether you're an entrepreneur seeking a competitive edge or a seasoned business owner looking to expand your offerings, our team is here to support your growth. As you navigate the complex landscape of innovation, rest assured that COLEtec is committed to delivering exceptional results for local businesses in Cattai and beyond. By choosing us as your engineering and product development partner, you'll benefit from our deep understanding of Australian market needs, our ability to adapt to changing circumstances, and our relentless pursuit of excellence.