AI & Machine Learning Services for Newnes 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 Newnes 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 Newnes 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 Newnes 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.

Your search for a reliable partner to drive innovation and growth in Newnes, New South Wales, Australia ends here. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001 with a proven track record of delivering exceptional results throughout the country.

Based in Newnes, New South Wales, Australia, we take pride in our ability to understand the unique needs of local businesses like yours, operating at the forefront of engineering and product development. Our team brings together expertise from various fields, including software development, mechanical, electrical, electronics, and manufacturing, allowing us to offer comprehensive solutions tailored to your specific requirements.

At COLETEK, we're committed to fostering long-term collaborations that generate significant value for our partners in Newnes, New South Wales, Australia. Our strength lies in delivering high-quality products and services consistently, backed by our extensive knowledge of diverse industries and sectors.

Innovative solutions are at the heart of everything we do, and our passion is to drive success for businesses operating throughout Newnes, New South Wales, Australia. Whether you're looking to improve operational efficiency, enter new markets, or enhance your product offerings, we stand ready to provide the engineering expertise essential to achieving your goals.

With years of collective experience in understanding local needs and delivering tailored solutions, COLETEK is uniquely positioned to serve businesses across Newnes, New South Wales, Australia. Our team's dedication to collaboration, combined with our deep knowledge of various engineering disciplines, makes us an indispensable partner for any business seeking lasting growth.

We're proud of the reputation we've built by consistently delivering engineered excellence in Newnes, New South Wales, Australia and across Australia. Our commitment to ongoing learning, continuous improvement, and a focus on quality sets us apart as trusted advisors and partners for local businesses like yours.