AI & Machine Learning Services for Cardigan 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 Cardigan 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Cardigan 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 Cardigan 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 national engineering and product development company based in Cardigan, Victoria, Australia, COLETEK has been serving businesses across the region for over two decades. Established in 2001, our multidisciplinary team has honed their skills through an impressive array of projects, from concept to reality. With a reputation for innovation and reliability, we have become the go-to partner for Cardigan, Victoria, Australia businesses seeking expert engineering support. What sets COLETEK apart is our ability to listen to your unique needs and collaborate seamlessly with your team to deliver tailored solutions. Our comprehensive understanding of engineering principles and product development processes ensures that your project receives the attention it deserves. Whether you're looking to revolutionize a process, develop new products, or optimize existing operations, we bring unparalleled expertise and capabilities to the table. Operating throughout Cardigan, Victoria, Australia, our team has extensive knowledge of local market conditions, regulations, and challenges. This familiarity enables us to provide targeted guidance and support that addresses your specific needs. As a result, you can focus on growing your business while knowing that COLETEK is behind you, every step of the way. We pride ourselves on our ability to work alongside clients from diverse industries, each with their unique requirements. Our adaptability, combined with a passion for innovative problem-solving, allows us to tackle complex challenges and deliver remarkable results. Cardigan, Victoria, Australia businesses can rest assured that COLETEK's expertise extends far beyond technical know-how; we're committed to building lasting relationships through open communication, trust, and mutual understanding. When you partner with us, expect transparency, reliability, and a genuine commitment to your project's success. The next time your business needs solid engineering foundations, look no further than COpletek. Serving businesses across Cardigan, Victoria, Australia, we're here to build something remarkable together.