AI & Machine Learning Services for Taylors Arm 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 Taylors Arm 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 Taylors Arm 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 Taylors Arm 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 locally-rooted, multidisciplinary engineering and product development company established in 2001, COLETEK has been committed to delivering innovative solutions that drive results for businesses across Australia – including our base in Taylors Arm, New South Wales. Our national reputation is built on the foundation of trusted partnerships with clients who value reliable, collaborative, and capable support. Operating throughout Taylors Arm, New South Wales, Australia, COLETEK's expertise extends beyond mere technical know-how to encompass a deep understanding of our local community's unique needs and opportunities. This proximity allows us to engage more intimately with the businesses we serve, fostering meaningful relationships that reflect our shared commitment to growth and prosperity. Our experienced team is dedicated to delivering tailored solutions that meet the distinct needs of each client. We bring together diverse technical expertise – from engineering and product development to project management and quality assurance – to create innovative products, services, or systems that drive real value for businesses across Taylors Arm, New South Wales, Australia. At COLETEK, we recognize that every business has its own unique story and challenges. That's why we're dedicated to providing guidance, support, and cutting-edge expertise to help our clients navigate the complexities of their market and achieve their goals. Whether you're a startup or an established enterprise, we're here to empower your vision with reliable, efficient, and cost-effective solutions. Based in Taylors Arm, New South Wales, Australia, COLETEK is committed to serving businesses across this region and beyond. Let's build something remarkable together – let our trusted engineering and product development expertise help take your business to the next level.