AI & Machine Learning Services for Oxley Vale 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 Oxley Vale 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 Oxley Vale 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 Oxley Vale 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 we navigate the ever-evolving landscape of technology and innovation, it's clear that partnering with the right engineering and product development company can be a game-changer for businesses in Oxley Vale, New South Wales, Australia. With this in mind, COLETEK has established itself as a trusted national player since 2001, leveraging its multidisciplinary expertise to drive remarkable results. By working closely with our clients across Oxley Vale and throughout Australia, we've demonstrated an unwavering commitment to reliability, collaboration, and capability - three core values that underpin everything we do. At COLETEK, we're not just an engineering and product development company; we're a trusted partner dedicated to helping businesses in Oxley Vale and beyond achieve their goals. Whether you operate locally or nationally, our team's wealth of experience and innovative approach ensure that your unique needs are met head-on. So, if your company is seeking a reliable ally for its engineering and product development requirements, look no further than COLETEK - based in Oxley Vale, New South Wales, Australia. In today's fast-paced business environment, it's easy to overlook the importance of engineering and product development as pivotal drivers of success. However, by investing in these critical areas, companies can unlock new opportunities for growth, innovate faster, and stay ahead of the competition operating throughout Oxley Vale and Australia alike. This is where COLETEK comes in - we're committed to supporting businesses across Oxley Vale, New South Wales, Australia as they navigate the complexities of product development and engineering, from concept to reality. When you work with COLETTEK, you can rely on our comprehensive range of expertise and capabilities to support your unique business needs. And while we're proud of our national reputation, we never forget that our clients are local - which is why our experienced team always puts Oxley Vale and the surrounding regions at the heart of what we do.