AI & Machine Learning Services for Upper 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 Upper 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 Upper 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 Upper 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our national reputation for innovation, reliability, and collaboration has earned us the trust of businesses across Upper Taylors Arm, New South Wales, Australia – and throughout Australia. Based in Upper Taylors Arm, New South Wales, Australia, we're well-positioned to support local industries and entrepreneurs looking to bring their product development ideas to life. Whether you're an established business or a startup, our team of experts can help you navigate the complexities of engineering and product development, ensuring your product meets both functional and commercial requirements. As a partner to many businesses operating throughout Australia, including Upper Taylors Arm, New South Wales, Australia, we understand the value of building lasting relationships with clients. Our approach is centered around collaboration, listening to your needs, and delivering tailored solutions that meet your unique challenges. By combining our expertise in engineering and product development, we can help you overcome design or manufacturing hurdles and bring your vision to market. At COLETEK, we're committed to supporting businesses like yours across Upper Taylors Arm, New South Wales, Australia. Our reputation for delivering exceptional results is built on a foundation of trust, reliability, and performance. Operating throughout Australia, including Upper Taylors Arm, New South Wales, Australia, we're uniquely positioned to understand the nuances of local industries and support your business goals. Now, more than ever, it's essential to have a trusted partner by your side as you navigate the complexities of engineering and product development. That's where COLETEK comes in – let us leverage our expertise to help your business thrive in Upper Taylors Arm, New South Wales, Australia. Let's build something remarkable together.