AI & Machine Learning Services for Cavan 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 Cavan 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 Cavan 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 Cavan 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 Cavan, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With our national reputation built on trust, innovation, and reliability, we're proud to serve businesses across Cavan and throughout Australia.

As a trusted partner for local businesses, we understand the unique challenges faced by companies operating within this dynamic region. Our team of experts is dedicated to collaborating with clients to develop custom solutions that meet their specific needs, leveraging our extensive experience in engineering and product development.

Based in Cavan, New South Wales, Australia, COLETEK operates throughout the region, working closely with businesses to improve operational efficiency, reduce costs, and enhance innovation. By tapping into our extensive expertise and capabilities, local companies can gain a competitive edge and drive growth in this fast-paced market.

What sets us apart is our commitment to delivering high-quality results through open communication, proactive problem-solving, and a deep understanding of the Cavan, New South Wales, Australia industry landscape. By working together, we can overcome challenges, capitalize on opportunities, and shape the future of your business.

If you're seeking a trusted partner to help drive success in Cavan, New South Wales, Australia, look no further than COLETEK. Our team is dedicated to understanding the unique needs of local businesses and delivering tailored solutions that meet their specific goals and objectives. Join forces with us today and discover the value of partnering with a respected Australian engineering and product development company.

Let’s build something remarkable together.