AI & Machine Learning Services for Aberglasslyn 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 Aberglasslyn 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 Aberglasslyn 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 Aberglasslyn 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.

Proudly based in Aberglasslyn, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, our team has been dedicated to delivering innovative, reliable, and collaborative solutions that empower businesses across the country – including right here in Aberglasslyn. Throughout this picturesque region, we're committed to supporting local entrepreneurs, manufacturers, and organizations as they strive to grow, innovate, and thrive. By operating alongside clients in Aberglasslyn, New South Wales, Australia, we've developed a deep understanding of the unique challenges and opportunities that characterize our community. This comprehensive knowledge enables us to provide tailored solutions that meet the distinct needs of local businesses. As an engineering and product development company, COLETEK excels at addressing complex problems through creative design, prototyping, testing, and implementation. Our expertise spans multiple disciplines, allowing us to tackle projects requiring interdisciplinary collaboration. This holistic approach ensures our clients receive comprehensive support for their operations in Aberglasslyn, New South Wales, Australia. At COLETEK, we pride ourselves on fostering strong relationships with our clients through open communication, transparency, and a passion for delivering exceptional results. We recognize that each business is unique and has its own strengths, weaknesses, opportunities, and challenges – just like the region we call home: Aberglasslyn, New South Wales, Australia. In serving businesses across Aberglasslyn, New South Wales, Australia, COLETEK leverages our extensive experience, innovative mindset, and reputation as a trusted partner. By combining forces with us, you can trust that your project will be handled by experts who truly understand the local landscape and are committed to adding value to Aberglasslyn's economy. Let’s build something remarkable together.