AI & Machine Learning Services for Ashbury 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 Ashbury 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 Ashbury 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 Ashbury 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 trusted national engineering and product development company established in 2001, COLETEK is proud to serve businesses across Ashbury, New South Wales, Australia. Our multidisciplinary team brings together expertise from various fields, including mechanical, electrical, and industrial engineering, as well as software development. This unique blend of skills enables us to tackle complex challenges and deliver innovative solutions that meet the evolving needs of local industries. By harnessing our collective strengths and experience, we've successfully supported numerous businesses in Ashbury and throughout Australia. Our collaborative approach has allowed us to build long-lasting relationships with clients across various sectors, from manufacturing and logistics to health sciences and technology. COLETEK's national reputation is built on a foundation of reliability, trustworthiness, and commitment to delivering high-quality results. Our team takes pride in being based in Ashbury, New South Wales, Australia, allowing us to maintain close ties with the local community and respond quickly to changing market demands. Regardless of your business needs or goals, we're dedicated to providing tailored support that empowers you to drive growth and success. Whether you require assistance with product development, process optimization, or strategic planning, our team is equipped to collaborate closely with you to understand your unique requirements and develop effective solutions. By partnering with COLETEK, businesses in Ashbury can rely on access to a deep pool of expertise, refined through years of working across various industries. Our national presence means that we're well-positioned to support clients serving markets throughout Australia, from urban centers to regional towns like Ashbury. As you navigate the complexities and opportunities presented by today's industry landscape, COLETEK is committed to being your trusted partner in innovation. Let us help you unlock new possibilities for growth and success.