AI & Machine Learning Services for South Wolumla 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 South Wolumla 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 South Wolumla 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 South Wolumla 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.

COLETEK is more than just a multidisciplinary Australian engineering and product development company established in 2001 - we're partners for innovative growth. As we've served businesses across South Wolumla, New South Wales, Australia, we've developed an unmatched reputation for reliability, collaboration, and capability that extends far beyond the South Wolumla region to every corner of Australia. At COLETEK, our passion is translating complex concepts into tailored solutions that empower local companies like yours to thrive. With deep roots in engineering and product development expertise, our team of experts combines creativity, technical know-how, and industry insights to deliver high-quality outcomes that meet your unique needs. Based in South Wolumla, New South Wales, Australia, we're well-positioned to support businesses throughout the region. We believe that trust is earned through consistent performances, and our portfolio of satisfied clients across industries and sectors speaks volumes about our unwavering commitment. By collaborating seamlessly with local business owners like you, we've gained a profound understanding of the challenges, opportunities, and distinct characteristics of South Wolumla's thriving business landscape. From design to delivery, COOLETEK stays dedicated to delivering results that exceed expectations. We thrive on being an integral part of our community, supporting businesses in their quest for growth and innovative success. By fostering strong relationships with industry leaders and entrepreneurs throughout South Wolumla, New South Wales, Australia, we're poised to help you achieve your aspirations.