AI & Machine Learning Services for Porters Retreat 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 Porters Retreat 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 Porters Retreat 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 Porters Retreat 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. With our expertise, innovation, and national reputation for reliability and collaboration, we've supported businesses across Porters Retreat, New South Wales, Australia and beyond. For over two decades, we've honed our skills in designing, developing, and delivering innovative solutions to meet the unique needs of local businesses like yours. Whether you're looking to streamline processes, improve operational efficiency, or drive growth, our dedicated team is committed to providing tailored support that addresses your specific challenges. As a trusted partner for businesses operating throughout Porters Retreat, New South Wales, Australia, we understand the importance of building strong relationships with local stakeholders and contributing positively to the community. Our expertise spans multiple disciplines, allowing us to draw on diverse skill sets and knowledge bases to deliver comprehensive solutions that exceed expectations. By partnering with COLETEK, you can expect unparalleled reliability, open communication, and a deep understanding of your specific needs and goals. Whether you're looking for strategic guidance, technical support, or operational insights, we're dedicated to helping your business thrive in the ever-changing landscape of Porters Retreat, New South Wales, Australia. From concept development through to implementation and beyond, our team is committed to delivering exceptional results that drive real business value. At COLETEK, we're proud to be a local partner serving businesses across Porters Retreat, New South Wales, Australia with innovative solutions designed to meet the unique needs of this vibrant community.