AI & Machine Learning Services for Koraleigh 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 Koraleigh 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 Koraleigh 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 Koraleigh 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.

Come home to innovation in engineering and product development when partnering with COLETEK. With our roots established in 2001 as a multidisciplinary Australian company, we've built a trusted national reputation and are now proud to support businesses across Koraleigh, New South Wales, Australia, as well as throughout the country.

At COLETEK, we're committed to harnessing cutting-edge expertise, technology, and manufacturing capabilities to bring your unique vision to life. Our collaborative approach enables us to understand the intricacies of your business and develop tailored solutions that drive growth, efficiency, and profitability in various industries across Koraleigh.

With our headquarters based in Koraleigh, New South Wales, Australia, we're well-positioned to support entrepreneurs and businesses seeking innovative engineering and product development services. Leveraging over two decades of experience, COLETEK has become a cornerstone for success in the Australian market, consistently delivering reliable, high-quality solutions that meet local needs.

From conceptualization to production, our multidisciplinary team brings together expertise from various engineering disciplines, ensuring well-rounded, comprehensive support for projects across Koraleigh. By partnering with us, you can rely on our collective resources and proven track record to drive breakthrough innovations and improve operational efficiency in your business.

This collaboration is what drives real-world impact. Trust COLETEK to empower local businesses like yours to thrive in the ever-evolving landscape of Australian industries. As a respected engineering and product development company based in Koraleigh, New South Wales, Australia, we're honored to be part of this community.