AI & Machine Learning Services for Corowa 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 Corowa 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 Corowa 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 Corowa 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 business leader or decision-maker in Corowa, New South Wales, Australia, you understand the importance of partnerships that drive growth, innovation, and reliability. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, with a trusted national reputation built on delivering exceptional support to businesses like yours across Corowa and throughout Australia. Based in Corowa, New South Wales, Australia, we're committed to serving businesses across our region, providing tailored solutions that cater to your unique needs. Our expertise lies not just in technical proficiency but also in collaboration – working closely with you to understand your goals, challenges, and aspirations. By leveraging our innovative approach, cutting-edge technologies, and extensive experience, we help turn your ideas into reality. At COLETEK, we pride ourselves on being more than just an engineering or product development company – we're a trusted partner who truly understands the Corowa, New South Wales, Australia market and its diverse needs. Operating throughout Corowa, New South Wales, Australia, and beyond, our team is dedicated to delivering top-tier results that meet your standards of quality and reliability. By choosing COLETEK as your go-to engineering and product development partner, you can rely on our proven track record of success, creativity, and commitment to excellence. Whether you're an established organization or an emerging innovator, we're here to empower your growth and help you stay ahead of the curve in Corowa, New South Wales, Australia. So why wait? Join forces with COLETEK, a company that truly understands the local landscape and is passionate about driving innovation forward. Together, let's build something remarkable for the businesses of Corowa, New South Wales, Australia, and beyond.