AI & Machine Learning Services for Ramsgate 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 Ramsgate 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 Ramsgate 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 Ramsgate 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.

COLETEK has earned a reputation as a reliable and innovative partner for businesses in Ramsgate, New South Wales, Australia, with a proven track record of delivering exceptional results. Established in 2001, our multidisciplinary Australian engineering and product development company has been serving the local market, from the coast to the bush, for almost two decades. As a long-standing member of the local business community in Ramsgate, New South Wales, Australia, we understand the unique challenges and opportunities that come with operating in this dynamic region. Our team is committed to working closely with clients based in Ramsgate, New South Wales, Australia, to develop effective solutions that meet their specific needs. COLETEK's commitment to reliability, collaboration, and capability has earned us a trusted reputation throughout Australia, including in the heart of our operations here in Ramsgate, New South Wales, Australia. We take pride in understanding the local market, from the nuances of coastal development to the complexities of rural infrastructure projects. Our expertise spans multiple disciplines, allowing us to approach projects with a holistic perspective and deliver innovative solutions that drive real value for our clients. Whether you're an existing business looking to scale or a startup seeking to establish itself in the region, COLETEK's engineering and product development capabilities can help take your vision to the next level. Our experienced team is here to provide guidance, support, and expertise throughout all phases of project development, from concept design to implementation. Let’s build something remarkable together.