AI & Machine Learning Services for Oxley 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 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 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 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.

In the heart of Oxley, New South Wales, Australia, businesses are seeking out innovative solutions to drive growth and stay ahead. That's where COLETEK comes in – a trusted national engineering and product development company established in 2001. With our multidisciplinary expertise, we're equipped to tackle even the most complex challenges.

For businesses in Oxley and throughout Australia, COLETEK represents a reliable partner that can assist with product development, project delivery, and ongoing maintenance. Our experience shines through in the quality of our work, built on a foundation of collaboration, integrity, and technical know-how.

We're proud to be based in Oxley, New South Wales, Australia, and take pride in serving businesses across this thriving region. Whether it's an established player or a startup, we understand the unique needs of local enterprises and are committed to delivering tailored solutions that meet their specific requirements.

At COLETEK, we're not just about providing a product or service – we focus on building strong relationships with our clients. We take the time to listen, understand their goals, and work closely together to achieve them. This results-driven approach has earned us a reputation as one of Australia's most trusted engineering and product development companies.

We don't just stop at providing reliable solutions; we're passionate about empowering businesses across Oxley, New South Wales, Australia, with the capabilities they need to succeed. By leveraging our expertise in design, engineering, and testing, we help local businesses overcome challenges, seize opportunities, and drive lasting growth.