AI & Machine Learning Services for Swansea Heads 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 Swansea Heads 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 Swansea Heads 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 Swansea Heads 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.

Coletek is proud to serve businesses across Swansea Heads, New South Wales, Australia, offering multidisciplinary engineering and product development expertise with a national reputation of reliability and collaboration. Established in 2001, our Australian company has consistently delivered innovative solutions that meet the needs of local industries.

With a strong understanding of the unique challenges and opportunities faced by businesses in Swansea Heads, we pride ourselves on building long-term relationships and providing tailored support to help them thrive. Our commitment to engineering excellence and customer satisfaction is unwavering, as demonstrated through our extensive portfolio of projects across various sectors, from manufacturing to services.

Located in Swansea Heads, New South Wales, Australia, but operating throughout the nation, we take pride in being a trusted partner for local businesses seeking to optimize performance, reduce costs, and drive growth. By leveraging a deep bench of experienced engineers and product development professionals, we help clients navigate complex technical challenges and transform their visions into reality.

As a multidisciplinary engineering company, Coletek brings together diverse expertise under one roof, spanning design, prototyping, testing, and manufacturing. Our capabilities encompass the entire product lifecycle, from conceptualization to production-ready solutions. By working closely with clients in Swansea Heads and nationwide, we ensure seamless communication, flexible problem-solving, and a focus on delivering results that meet their needs.

Whether you're looking to streamline processes, launch new products, or innovate through technology, Coletek stands ready to contribute our expertise to your success story. We are proud to serve businesses in Swansea Heads, New South Wales, Australia, and we invite you to explore how our trusted engineering solutions can help propel your company forward.