AI & Machine Learning Services for Roto 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 forRoto 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 Roto 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 forRoto 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.

Solutions for Local Businesses in Roto, Murray & Riverina, New South Wales, Australia

As a business owner operating in the thriving communities of Roto, Murray & Riverina, New South Wales, Australia, you're part of a rich landscape steeped in history and agricultural heritage. COLETEK is proud to be an integral part of this local ecosystem, providing trusted solutions for businesses like yours. With decades of experience working alongside similar companies throughout the country, we've earned a reputation for our dedication to local success stories. Our national reach allows us to bring the best practices and innovative approaches back to your doorstep, ensuring you remain ahead of the curve in an ever-evolving market. As a locally grounded Aussie company, we understand the unique challenges facing regional businesses like yours. We're committed to supporting the growth and prosperity of enterprises in the Roto, Murray & Riverina area by offering tailored support and expert advice. Whether you're looking to bolster your operations, navigate regulatory requirements, or simply seek guidance on best practices, COLETEK is here to provide the trusted guidance you need. In a region where family-owned businesses are the norm and community ties are strong, we believe it's essential to not only provide exceptional services but also demonstrate our unwavering commitment to local presence. Our team members are deeply rooted in the area, with many having grown up in Roto, Murray & Riverina themselves. This personal connection enables us to truly understand your specific needs and challenges. So when you need trusted advisors who speak your language and have a deep understanding of your community's nuances, COLETEK is the perfect partner for your Roto, Murray & Riverina-based business. Leveraging our collective expertise, local presence, and innovative spirit, we'll help you overcome any obstacles standing in the way of realizing your full potential. Ready to discover how COLETEK can support your regional success? Contact Us today to learn more about our comprehensive services and tailored approach designed specifically for businesses in Roto, Murray & Riverina, New South Wales, Australia.