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.

Located in the heart of Oxley, Australian Capital Territory, COLETEK is a multidisciplinary engineering and product development company dedicated to delivering comprehensive solutions that meet the unique needs of businesses across the region. Since 2001, our team has built a reputation for reliability, collaboration, and capability, serving as trusted partners for companies seeking innovative approaches to complex challenges.

As an experienced player in the Australian market, COLETEK is well-equipped to support Oxley's thriving business community. Our in-depth understanding of local industry trends allows us to tailor our services to address specific pain points, driving growth and success for our clients. By fostering strong relationships with businesses throughout Oxley, Australian Capital Territory, we empower them to achieve their ambitious goals.

COLETEK is a company built on a foundation of innovation, expertise, and integrity. Our passion is developing cutting-edge solutions that transform industries and drive economic growth. With a strong track record in engineering and product development, we are uniquely positioned to guide Oxley-based businesses towards new heights of success.

This local expertise and national reputation make COLETEK an invaluable asset for Oxley's entrepreneurs, inventors, and innovators. Our team is committed to understanding the unique needs of your business, providing tailored guidance, and harnessing our collective knowledge to drive positive change. Whether you're a start-up or an established player in the Oxley market, we are ready to collaborate and help you achieve your aspirations.