AI & Machine Learning Services for Nubba 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 Nubba 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 Nubba 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 Nubba 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.

When it comes to businesses in Nubba, New South Wales, Australia, finding a trusted partner to help drive innovation and growth is crucial. At COLETEK, we've established ourselves as a multidisciplinary Australian engineering and product development company since 2001. With our deep understanding of the local market and expertise in delivering high-quality solutions, we're poised to support businesses across Nubba, New South Wales, Australia in achieving their goals. Our experience has taught us that collaboration is key to success. We take pride in building strong relationships with our clients, working closely with them to understand their unique needs and develop tailored solutions that meet those needs. This approach allows us to provide reliable support throughout the entire product development lifecycle – from conceptualization to deployment. By operating throughout Nubba, New South Wales, Australia, we're able to deliver localised expertise that resonates deeply with the communities we serve. At COLETEK, we don't just focus on technology; we're committed to understanding the complexities of various industries and developing products that meet those unique challenges. We thrive in environments where complexity meets innovation, and our track record speaks for itself. Whether you're a locally-based business looking to drive growth or an industry veteran seeking to stay ahead of the curve, our expertise can help you overcome any obstacle. As a trusted national partner, we've had the privilege of working with businesses across Nubba, New South Wales, Australia and throughout Australia. Our reputation for delivering exceptional results has earned us recognition as a go-to provider of engineering and product development services. If you're looking to strengthen your competitive edge, improve operational efficiency, or simply find innovative solutions to drive your business forward, we're here to help. At COLETEK, we believe that the best results come from a partnership built on trust, understanding, and mutual respect. That's why we strive to be more than just an engineering and product development company – we aim to be your trusted extended team. By choosing COLETEK as your partner in Nubba, New South Wales, Australia or anywhere else across the nation, you can rest assured that you'll receive the personalized attention and support necessary to achieve remarkable outcomes.