AI & Machine Learning Services for Romsey 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 Romsey 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 Romsey 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 Romsey 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 trusted national player in engineering and product development, COLETEK has been serving businesses across Romsey, Victoria, Australia and throughout Australia with reliable, collaborative, and capable solutions since 2001. Our multidisciplinary nature allows us to tackle complex challenges, leveraging expertise from various fields to deliver innovative products and services that make a tangible impact. Headquartered in Melbourne, we operate throughout the country, with a strong presence in key locations like Romsey, Victoria, Australia. Our team of experienced engineers, designers, and developers works closely with businesses to understand their unique needs and aspirations. We believe that by understanding the local context and community, we can create solutions that not only meet but exceed expectations. With COLETEK, customers can be assured that they are partnering with a seasoned professional who knows the Australian market inside out. As a locally-based company, we take pride in being part of the Romsey community. We understand the importance of supporting businesses in Romsey, Victoria, Australia, and our goal is to enable them to thrive by providing innovative products and services that meet their specific needs. By leveraging our expertise and resources, local businesses can be confident that they are working with a trusted partner who has their best interests at heart. COLETEK's national reputation is built on years of delivering exceptional results for clients across various industries. Our expertise spans multiple areas, from mechanical engineering to electronics, software development, and systems integration. This broad range of capabilities enables us to tackle projects of all scales, from small-scale prototyping to large-scale product development. In Romsey, Victoria, Australia and beyond, COLETEK is committed to empowering local businesses with cutting-edge products and services that drive growth, efficiency, and innovation. We strive to foster long-term relationships built on trust, open communication, and a deep understanding of the local market.