AI & Machine Learning Services for Pinkett 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 forPinkett 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 Pinkett 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 forPinkett 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.

Your Partner in Growth: COLETEK Supports Local Businesses in Pinkett, Northern Tablelands, New South Wales, Australia

Located in the picturesque Pinkett region of the Northern Tablelands, New South Wales, Australia, we're proud to be a part of this thriving community. As a trusted Australian company, COLETEK is committed to supporting local businesses like yours, helping them reach new heights and achieve their goals. With years of experience under our belt, we've built a reputation for delivering innovative solutions that meet the unique needs of businesses in Pinkett and beyond. Our team consists of industry experts who are passionate about driving growth and success for the region's entrepreneurs, farmers, and innovators. By partnering with us, you can tap into our extensive network, access cutting-edge technology, and leverage our expertise to overcome challenges and seize opportunities. As a locally-based company, we understand the importance of being grounded in the community we serve. We're dedicated to fostering strong relationships with businesses, organizations, and individuals in Pinkett, listening to their needs, and providing tailored support that addresses the region's distinct challenges and opportunities. Our commitment to local presence and deep understanding of the regional economy enable us to develop solutions that are tailored specifically to meet the unique needs of Pinkett businesses. Our national reach extends far beyond our humble beginnings in Pinkett. We've worked with clients across Australia, from major cities to rural towns, helping them navigate the complexities of modern business environments. Our connections and expertise span multiple sectors, including agriculture, mining, healthcare, and technology, allowing us to provide comprehensive support that covers a broad range of industries. At COLETEK, we pride ourselves on being a trusted partner for local businesses in Pinkett, Northern Tablelands, New South Wales, Australia. We're committed to supporting your growth, innovating new solutions, and fostering strong relationships that benefit the entire community. Whether you're looking to expand your operations, improve efficiency, or simply need guidance navigating the complexities of modern business, we're here to help. Contact Us