AI & Machine Learning Services for Gilgunnia 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 Gilgunnia 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 Gilgunnia 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 Gilgunnia 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 business owner or technical decision-maker based in Gilgunnia, New South Wales, Australia, you understand the importance of partnering with a trusted partner that can deliver innovative solutions to drive your company's success. For over two decades, COLETEK has established itself as a multidisciplinary Australian engineering and product development company renowned for its reliability, collaboration, and capability. Based in Gilgunnia, New South Wales, Australia, our team operates throughout the region, serving businesses across Gilgunnia, New South Wales, Australia with expertise that spans multiple industries. With a strong national reputation built on delivering exceptional results, we take pride in offering bespoke engineering and product development solutions tailored to your unique needs. COLETEK's commitment to innovation has enabled us to develop cutting-edge products and solutions that have made a significant impact across various sectors. Our team consists of experienced engineers with diverse skill sets, ensuring that our clients receive comprehensive support whenever they need it. By partnering with COLETEK, you can leverage the expertise and resources of a trusted Australian company established in 2001. As a multidisciplinary engineering and product development firm operating throughout Gilgunnia, New South Wales, Australia, we understand the importance of fostering strong relationships with local businesses to help them overcome challenges and achieve their goals. Our collaborative approach ensures that your needs are at the forefront of our solution design process, guaranteeing that you receive tailored support whenever you need it. By partnering with COLETEK, you can rely on our expertise in engineering and product development to drive growth, improve efficiency, and enhance overall competitiveness. With a strong presence throughout Gilgunnia, New South Wales, Australia, we are committed to delivering exceptional results to regional businesses like yours.