AI & Machine Learning Services for Rocky River 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 forRocky River 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 Rocky River 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 forRocky River 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.

Empowering Local Businesses in Rocky River, Northern Tablelands, New South Wales, Australia

Nestled among the picturesque hills of the Northern Tablelands in New South Wales, Australia, lies the charming town of Rocky River. This thriving community has long been a hub for local industries and commerce, with small businesses forming the backbone of its economy. As such, it's essential to have trusted advisors like COLETEK by your side, helping you navigate the ever-changing landscape and achieve success.

With an unwavering dedication to supporting the Rocky River community, COletek has earned a reputation as a reliable partner for local enterprises. Our commitment to innovation, trust, and transparency has enabled us to build lasting relationships with businesses across the region, including those in Rocky River itself. By drawing on our extensive experience and national capabilities, we help local businesses like yours stay ahead of the curve and seize new opportunities.

When it comes to your business, you deserve a partner that truly understands your unique needs and challenges. As a locally-rooted Australian company, COletek is uniquely positioned to offer personalized support and expert guidance tailored specifically for entrepreneurs and business owners in Rocky River. Our deep understanding of the local economy and our passion for helping businesses thrive make us the perfect ally for your growth and development.

At COletek, we believe that trust is the foundation upon which successful partnerships are built. That's why we're dedicated to transparency, accountability, and open communication – always putting your needs first. By sharing our knowledge, expertise, and resources with you, we empower local businesses like yours to make informed decisions, overcome obstacles, and reach new heights.

So why partner with COletek for your Rocky River business? The answer is simple: we're committed to being a reliable, innovative, and locally-focused ally. With us, you can trust that you'll have access to top-notch support whenever you need it – whether you're looking to launch a new product, streamline operations, or simply stay ahead of the curve.