AI & Machine Learning Services for Larbert 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 Larbert 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 Larbert 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 Larbert 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.

At COLETEK, we're proud to have established ourselves as a trusted multidisciplinary engineering and product development company in Australia since 2001. Our team of dedicated professionals is committed to delivering exceptional results for businesses like yours in Larbert, New South Wales, Australia, and throughout the country. As a respected national player with extensive experience in innovation and collaboration, we've built our reputation on reliability, expertise, and a passion for helping clients achieve their goals. When you partner with COLETEK, you can expect expert insights, tailored solutions, and unwavering support that helps drive your business forward. Our engineering and product development capabilities are designed to tackle the most complex challenges, turning innovative ideas into reality. By leveraging our skills, knowledge, and infrastructure, we're dedicated to serving businesses across Larbert, New South Wales, Australia, with a commitment to excellence that's unparalleled in the industry. Whether you're seeking guidance on a specific project or looking for ongoing support to drive your business forward, COLETEK is here to help. As a local partner operating throughout Australia, we understand the unique needs and opportunities presented by Larbert, New South Wales, Australia. Our expertise spans multiple disciplines, ensuring that we can provide comprehensive solutions that meet the evolving demands of modern organizations. Our team's dedication to collaboration, technical expertise, and attention-to-detail enables us to deliver exceptional results for businesses in Larbert, New South Wales, Australia. When you choose COLETEK as your engineering and product development partner, rest assured that you're working with a trusted local expert that has the capability to tackle complex projects and drive innovation.