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.

As a trusted partner to businesses across Guildford, Victoria, Australia, COLETEK is proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a national reputation built on reliability, collaboration, and capability, we're uniquely positioned to support local entrepreneurs, innovators, and corporations alike.

Our team of experts has a deep understanding of the unique challenges and opportunities facing businesses in Guildford, Victoria, Australia, and beyond. We've developed innovative solutions for industries ranging from manufacturing to healthcare, and our proven ability to deliver high-quality results has earned us a reputation as a go-to partner for companies seeking expertise.

At COLETEK, we're committed to serving businesses across Guildford, Victoria, Australia, by leveraging our multidisciplinary approach to engineering and product development. From concept to reality, our team will work closely with you to identify opportunities, develop strategies, and bring your ideas to life.

We've had the privilege of working with clients from diverse sectors and industries, including those based in Guildford, Victoria, Australia. Whether you're looking to enhance operational efficiency, pioneer new products or services, or overcome specific challenges, our team is equipped to deliver tailored solutions that drive success.

If your business is located in Guildford, Victoria, Australia, or operating throughout the nation, consider partnering with COLETEK to unlock new possibilities. With our expertise, passion for innovation, and commitment to collaboration, you can count on us to be a trusted and reliable ally in achieving your goals – whatever they may be.