AI & Machine Learning Services for Glenluce 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 Glenluce 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 Glenluce 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 Glenluce 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 Glenluce, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company that has been trusted by businesses across the nation for nearly two decades. Since 2001, we've been dedicated to providing innovative solutions that empower our clients to achieve their goals.

As a local business owner or technical decision-maker operating in Glenluce, Victoria, Australia, you understand the importance of partnering with an organization that shares your commitment to excellence and reliability. COLETEK's multidisciplinary approach means we can seamlessly integrate engineering expertise from various fields to develop customized products and services that meet the unique needs of our clients.

We take pride in our national reputation for trustworthiness, innovation, and capability. Our team is passionate about applying their extensive knowledge to create tailored solutions that add value to our clients' operations. Whether you're seeking to enhance your product offerings, streamline processes, or explore new markets, we're here to support your vision.

In Glenluce, Victoria, Australia, COLETEK is committed to fostering strong relationships with businesses like yours, which has helped us grow and evolve over the years. Our local knowledge, combined with our national footprint, gives us a unique perspective on the industry trends and market demands that shape Glenluce's commercial landscape.

As your trusted partner in innovation, COLETEK is dedicated to helping you navigate the challenges and opportunities presented by the ever-changing business environment. Let us leverage our expertise and capabilities to help you achieve success in Glenluce, Victoria, Australia, and beyond.