AI & Machine Learning Services for Raworth 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 Raworth 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 Raworth 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 Raworth 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 leader in Australian engineering and product development, we're proud to serve businesses across Raworth, New South Wales, Australia, providing tailored solutions to drive growth, innovation, and success. Established in 2001, COLETEK has built a reputation for reliability, collaboration, and capability, making us the trusted partner for businesses in regional areas like Raworth, New South Wales, Australia.

Our multidisciplinary experts have the knowledge, skills, and experience to tackle complex projects, from design and development to manufacturing and delivery. With our Australian-engineered solutions, we've helped numerous local businesses in Raworth, New South Wales, Australia overcome challenges, increase efficiency, and improve bottom-line results.

At COLETEK, we're committed to building strong relationships with clients across industries, including those based in Raworth, New South Wales, Australia. We understand the unique needs of local businesses and the importance of staying nimble in today's fast-paced market. Our team works closely with yours to identify opportunities, develop tailored strategies, and execute plans that drive success.

We're not just a design-and-development company – we're engineering experts who can help your business succeed through innovative products and solutions. Whether you're looking for cutting-edge technology or expert consulting, our comprehensive range of services is designed to support businesses in Raworth, New South Wales, Australia and across the country.

At COLETEK, we're passionate about building long-term relationships with local businesses in Raworth, New South Wales, Australia. We believe that through collaboration, expertise, and a proven track record of success, we can help you achieve your goals and make a meaningful impact on your community.