AI & Machine Learning Services for Yellow Pinch 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 Yellow Pinch 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 Yellow Pinch 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 Yellow Pinch 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 national player in the engineering and product development space, COLETEK has been serving businesses across Yellow Pinch, New South Wales, Australia, and beyond for nearly two decades. Our team of multidisciplinary experts is dedicated to collaborating with local startups and established companies alike, providing customized solutions that drive growth, efficiency, and innovation. With a solid foundation in engineering and product development, COLETEK has established itself as a reputable partner for businesses seeking to stay ahead of the curve. Based in Yellow Pinch, New South Wales, Australia, our experienced team leverages cutting-edge technology and expert knowledge to support clients in various sectors throughout the region. From manufacturing and industrials to healthcare and finance – we've proudly delivered countless projects that have made a tangible impact. At COLETEK, we're passionate about building long-term relationships founded on reliability, open communication, and mutual respect. By operating throughout Yellow Pinch, New South Wales, Australia, and across the country, we've developed a comprehensive understanding of local markets, regulations, and challenges. This unique perspective enables us to deliver tailored solutions that meet the distinct needs of each client, empowering them to thrive in their respective industries. Our commitment to capability, collaboration, and continuous learning has earned us a reputation as a go-to partner for innovative projects. COLETEK's multidisciplinary approach involves experts from various disciplines working together seamlessly – ensuring that clients receive comprehensive support that addresses the complexities of their specific challenges. So how can we help you? Whether you're looking to optimize production processes, develop new products or services, or enhance overall business performance, our team is ready to collaborate closely with yours. If you're based in Yellow Pinch, New South Wales, Australia, and seeking trusted engineering and product development expertise, let us bring our expertise to the table.