AI & Machine Learning Services for Pine Grove 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 Pine Grove 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 Pine Grove 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 Pine Grove 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 name in Australian engineering and product development, Coeltet has earned a reputation for delivering innovative solutions to businesses across Pine Grove, New South Wales, Australia. With over two decades of experience under our belt, we're uniquely positioned to support local organisations like yours with the expertise, reliability, and collaboration you need to thrive. Based in Pine Grove, New South Wales, Australia, Coeltet has established itself as a multidisciplinary company capable of tackling diverse projects, from engineering design and development to manufacturing and testing. Our experienced team leverages top-notch technologies and methodologies to push the boundaries of what's possible, ensuring seamless integration with your existing workflows. Our commitment to delivering exceptional outcomes is matched only by our dedication to fostering long-lasting relationships with clients throughout Pine Grove, New South Wales, Australia. We take pride in being a reliable, one-stop-shop for innovative solutions that meet the evolving needs of local businesses and industries. Whether you're looking to improve operational efficiency, increase product competitiveness, or simply overcome specific engineering challenges, Coeltet is here to help. Our in-house capabilities span a wide range of disciplines, allowing us to tackle complex problems with ease and providing unparalleled value to clients operating throughout Pine Grove, New South Wales, Australia and beyond. As a trusted partner for businesses across Pine Grove, New South Wales, Australia, we're continually investing in the latest technologies, tools, and training programs to ensure our skills remain abreast of industry advancements. This commitment drives our collective ability to design, develop, and deliver exceptional products and services that exceed client expectations. At Coeltet, we relish the opportunity to collaborate with innovative thinkers and game-changers in Pine Grove, New South Wales, Australia, driving growth, sustainability, and prosperity for local businesses and communities. So why wait? Let's build something remarkable together.