AI & Machine Learning Services for Ullswater 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 Ullswater 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 Ullswater 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 Ullswater 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.

In the heart of Ullswater, Victoria, Australia's rich history and natural beauty, innovative businesses are thriving. As a trusted engineering and product development partner for over two decades, COLETEK is proud to serve organizations in this vibrant region, providing dependable solutions that drive progress. Our multidisciplinary approach, underpinned by 21 years of experience, has earned us a reputation as a go-to partner across various sectors. As we operate throughout Australia, including Ullswater and its surrounding areas, our team is dedicated to helping local businesses – from start-ups to established organizations – overcome challenges and seize opportunities. We do this by leveraging our collective expertise in engineering and product development to deliver tailored solutions that meet the unique needs of each client. Our goal is to empower companies like yours to build a stronger future, while fostering long-term relationships built on trust, reliability, and collaboration. At COLETEK, we understand the importance of adaptability, resilience, and innovative thinking in today's fast-paced business landscape. This is why we're committed to staying ahead of the curve, continuously refining our capabilities to address new challenges and capitalize on emerging trends. Our expertise extends from mechanical engineering to product development, allowing us to tackle complex projects from concept to reality. Whether you're looking to improve operational efficiency, develop a new product or service, or simply navigate the ever-changing business environment – COLETEK is here to support your vision. Based in Ullswater, Victoria, Australia, we take pride in our local roots and deep understanding of the region's unique dynamics. Our experienced team is passionate about contributing to the area's prosperity and growth. As we celebrate over 20 years of operational excellence, COLEEK remains deeply committed to serving businesses across Ullswater, Victoria, Australia. We're always available to discuss how our expertise can drive value for your organization. When you partner with us, you gain access to a team that combines cutting-edge knowledge, innovative methodologies, and a relentless focus on delivering results.