AI & Machine Learning Services for Curra Creek 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 Curra Creek 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 Curra Creek 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 Curra Creek 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've built a reputation as a trusted and reliable engineering and product development company, serving businesses across Curra Creek, New South Wales, Australia. With over two decades of experience since our inception in 2001, we've established ourselves as a renowned multidisciplinary partner for companies seeking innovative solutions. Our team of experts operates throughout Australia, working closely with local businesses to deliver custom-tailored engineering and product development services. As a valued member of the Curra Creek community, COLETEK is committed to supporting local businesses and driving growth in our region. Whether you're just starting out or looking to expand your operations, we understand that innovation and reliability are essential for long-term success. That's why we're dedicated to building strong relationships with Curra Creek-based companies, offering tailored engineering and product development solutions that meet their unique needs. As a company founded on the principles of collaboration, capability, and reliability, COLETEK is well-equipped to handle even the most complex projects. Our team of experts includes talented engineers, designers, and manufacturers who work together seamlessly to ensure timely delivery of high-quality products. By partnering with us, Curra Creek businesses can benefit from our collective expertise, enjoy improved efficiency, and stay ahead in an increasingly competitive market. COLETEK's commitment to innovation means we're always looking for new ways to drive growth and increase profitability for our clients. We achieve this by developing cutting-edge engineering solutions that optimize processes, reduce costs, and improve productivity. Whether it's streamlining manufacturing operations or creating groundbreaking products, our expertise can help Curra Creek businesses thrive in today's fast-paced market. At COLETEK, we're passionate about building long-term relationships with local businesses like yours. We know what it takes to succeed in Curra Creek, New South Wales, Australia, and we're dedicated to helping you get there. Let us show you how our multidisciplinary approach can benefit your business. Get in touch today and start building something remarkable together.