AI & Machine Learning Services for Welshpool 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 Welshpool 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 Welshpool 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 Welshpool 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 be a multidisciplinary Australian engineering and product development company established in 2001. Over the years, our team has developed a reputation as trusted advisors and partners to businesses across Welshpool, Victoria, Australia, as well as throughout the country. As you navigate the ever-evolving landscape of innovation in Welshpool and beyond, it's essential to have a reliable partner who understands your unique needs and goals. That's where we come in – our cutting-edge engineering expertise is at your disposal to help drive success for your business. With COLETEK on your side, you can rest assured that your projects are in good hands. From conceptualization to deployment, our collaborative approach ensures seamless communication and a tailored solution that addresses the specific challenges faced by businesses operating within Welshpool, Victoria, Australia. By putting our engineering prowess at the forefront of each project, we empower entrepreneurs like you to focus on what matters most – growing your business. Our expertise extends far beyond just delivering a singular product or service. As a multidisciplinary company, COLETEK brings together experts from various fields to create comprehensive solutions that cater to the diverse needs of businesses in Welshpool and across Australia. Whether you're looking for innovative problem-solving or simply require support in navigating complex engineering challenges, we've got you covered. At COLETEK, our commitment to reliability and customer satisfaction has earned us a trusted national reputation. So why settle for anything less when partnering with a company that's based in Welshpool, Victoria, Australia – dedicated to serving businesses across Walespool, Victoria, Australia, as well as throughout the country? We invite you to experience the COLETEK difference firsthand.