AI & Machine Learning Services for Nungatta South 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 Nungatta South 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 Nungatta South 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 Nungatta South 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Nungatta South, New South Wales, Australia. With our decades-long track record of innovation, reliability, and collaboration, we're committed to helping local companies thrive in this thriving region.

Nestled in the heart of regional New South Wales, Nungatta South presents a unique blend of natural beauty, rich culture, and economic opportunities. COLETEK is dedicated to supporting entrepreneurs, innovators, and business owners like you as they navigate the complexities of development, manufacturing, and engineering innovations.

As a trusted national partner, COLETEK brings its expertise and capabilities to bear on projects that benefit local businesses and communities throughout Nungatta South, New South Wales, Australia. Whether it's developing cutting-edge products, implementing efficient manufacturing processes, or leveraging industry insights for strategic growth, our team is committed to delivering exceptional results that drive real value.

It's this commitment to reliability, collaboration, and capability that has led us to work with numerous businesses across Nungatta South, New South Wales, Australia. By leveraging our national reputation and expertise in engineering and product development, we empower local companies to take their vision forward – a vision that aligns with the community's aspirations for growth, prosperity, and long-term success.

In Nungatta South, New South Wales, Australia, COLETEK is more than just an engineering and product development company; we're your trusted partner for building innovative solutions that transform industries, energize economies, and shape the future. Let's work together to unlock new opportunities in this dynamic region – with passion, creativity, and a commitment to excellence.