AI & Machine Learning Services for Rutherford 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 forRutherford 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 Rutherford 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 forRutherford 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.

Building Stronger Local Businesses in Rutherford, Lower Hunter Valley, New South Wales, Australia

Nestled in the heart of the Lower Hunter Valley, Rutherford is a vibrant community that embodies the spirit of Australian entrepreneurship. As businesses in this region look to grow and thrive, it's essential to partner with trusted advisors who understand their unique challenges and opportunities. As a national company with extensive experience working with local businesses across Australia, COLETEK is well-positioned to support Rutherford's entrepreneurs and business owners. Our team has a deep understanding of the region's unique characteristics, from its rich agricultural heritage to its burgeoning industrial and commercial sectors. Whether you're an established player or just starting out, COLETEK can provide the guidance and resources necessary to help your organization succeed in today's fast-paced market. With years of experience serving local businesses like yours, we've developed a keen appreciation for the region's distinct needs and challenges. But what sets us apart is our unwavering commitment to trust, innovation, and local presence. We take pride in our reputation as a reliable partner and trusted advisor, always putting the interests of our clients first. Our team's expertise spans a broad range of industries, from agriculture and manufacturing to healthcare and professional services – ensuring that we can tailor our support to meet the specific needs of Rutherford businesses. At COLETEK, we believe that local matters. That's why we're dedicated to investing in the communities where our clients live and work. By leveraging our national reach and expertise, we can bring a unique blend of perspective and insight to help Rutherford business leaders navigate complex decision-making situations. So why choose us? It's simple: when you partner with COLETEK, you're partnering with a company that truly understands the value of local businesses and is committed to helping them thrive. With our expert guidance and support, you can rest assured that your organization will be well-equipped to meet the challenges and opportunities presented by the rapidly evolving business landscape. Ready to take your Rutherford-based business to the next level? Don't hesitate – get in touch with us today: Contact Us