AI & Machine Learning Services for Ruby 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 Ruby 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 Ruby 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 Ruby 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 leader in engineering and product development, we at COOLETEK are thrilled to support businesses across Ruby, Victoria, Australia as they navigate the complexities of innovation and growth. Established in 2001, we've built a reputation for delivering reliable solutions that drive success. Our national presence, coupled with our grassroots understanding of local challenges, enables us to provide tailored guidance and collaboration to businesses based in Ruby, Victoria, Australia. From developing innovative products to streamlining operations, we empower entrepreneurs like you to build brighter futures. As a multidisciplinary Australian engineering and product development company, COOLETEK has evolved alongside industry trends. We've fostered strong relationships with clients across diverse sectors, including those operating throughout Ruby, Victoria, Australia. Our focus lies in providing trusted, reliable solutions that foster long-term growth. Whether you're looking to develop new products, enhance existing workflows, or scale your business for the future, COOLETEK is committed to empowering local businesses in Ruby, Victoria, Australia with capable engineering and product development expertise. By partnering with us, you'll gain access to innovative thinking, collaborative problem-solving, and the technical know-how necessary to overcome any industry-specific challenges. At COOLETEK, we're dedicated to supporting businesses throughout Ruby, Victoria, Australia by fostering a culture of collaboration and innovation. We understand that every organization has unique needs – which is why we take the time to truly listen and adapt our approach to your distinct requirements. In Ruby, Victoria, Australia, you'll find companies like yours have realized the value in working with COOLETEK as an extension of their in-house capabilities. By joining forces, we've enabled local businesses to capitalize on new market opportunities, accelerate growth, and strengthen their competitive edge. If you're based in Ruby, Victoria, Australia or operating throughout the region, it's our pleasure to share our expertise and work closely with your team to drive innovation forward. Let's build something remarkable together.