AI & Machine Learning Services for Korora 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 Korora 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 Korora 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 Korora 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 owner or technical decision-maker based in Korora, New South Wales, Australia, you understand the importance of staying ahead of the curve. In a region like yours, where innovation and progress are key drivers of growth, it's crucial to partner with a trusted engineering and product development company that understands your unique needs. That's where COLETEK comes in – a multidisciplinary Australian company established in 2001, with a strong track record of delivering reliable solutions and exceptional service. With our expertise rooted in Korora, New South Wales, Australia and spanning across the entire country, we've developed a reputation for being a go-to partner for local businesses across multiple industries. Our team of seasoned engineers and product development experts is committed to collaborating with you to understand your specific challenges and goals, then working together to design and develop innovative solutions that drive results. Our experience and capabilities make us uniquely positioned to support businesses in Korora, New South Wales, Australia, like yours, as you navigate the ever-changing landscape of industry trends and technological advancements. By choosing COLETEK, you can rest assured that your project is in capable hands, backed by our national reputation for reliability, expertise, and collaborative problem-solving. Whether you're looking to improve operational efficiency, develop new products or services, or stay competitive within a rapidly evolving market, we've got the skills, resources, and local knowledge to help you achieve success. At COLETEK, we don't just stop at delivering a project – we focus on building long-term relationships with our clients, ensuring that your partnership with us is as much about mutual growth as it is about getting the job done.