AI & Machine Learning Services for Guildford 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 Guildford 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 Guildford 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 Guildford 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.

Located in the heart of Guildford, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our team's passion lies in providing reliable and trustworthy solutions to businesses across Guildford, New South Wales, Australia and throughout Australia. With over two decades of experience, we've honed our expertise in developing innovative products that meet the unique needs of local industries. Our commitment to collaboration and capability has earned us a reputation as a go-to partner for businesses seeking tailored engineering and product development support. Whether you're an established player or an emerging startup, COLETEK is dedicated to serving your needs and helping you achieve your goals. We take pride in having strong connections with the communities we serve, including Guildford, New South Wales, Australia. Our understanding of local industries, markets, and challenges ensures that our solutions are practical, effective, and tailored to the specific needs of businesses based in Guildford, New South Wales, Australia. Our team's expertise spans a wide range of areas, from product design and development to testing and manufacturing – giving you access to comprehensive support for your engineering requirements. As a nationally renowned company, we've earned the trust of businesses across Guildford, New South Wales, Australia and beyond. Our commitment to reliability, quality, and customer satisfaction sets us apart as a trusted partner for all your engineering and product development needs. By partnering with COLETEK, you'll have access to cutting-edge technology, innovative thinking, and the expertise to overcome any challenge. So why settle for mediocrity when you can achieve remarkable results? Let our team of experts, based in Guildford, New South Wales, Australia, guide you towards a brighter future. Whether you're looking to improve operational efficiency, drive innovation, or enhance your brand's reputation – we're here to help you every step of the way.