AI & Machine Learning Services for Gundy 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 Gundy 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 Gundy 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 Gundy 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.

Cpletek is a multidisciplinary Australian engineering and product development company established in 2001, renowned for our innovative approach and national reputation. For nearly two decades, we have been trusted partners to businesses from diverse sectors across the country, including Gundy, New South Wales, Australia.

Based in Gundy, New South Wales, Australia, we operate throughout the region, serving local businesses and industries with a breadth of engineering expertise. Our capabilities are built on three pillars: reliability, collaboration, and innovation. We have earned a reputation as a go-to partner for businesses seeking turnkey solutions that drive growth and profitability.

When it comes to engineering, product development, or manufacturing, COLETEK stands out from the rest due to our extensive expertise in various fields. Our team of experts collaborates with clients to design, develop, and deliver tailored solutions that meet their unique needs. We take pride in being a trusted advisor, always putting your best interests first.

By partnering with COLETEK, businesses in Gundy, New South Wales, Australia can benefit from our streamlined approach, cutting-edge technology, and extensive knowledge. Whether you're looking to revamp an existing product or develop new innovative solutions, we are dedicated to helping you achieve your objectives effectively.

Over the years, we have honed our skills working with clients across diverse sectors, including but not limited to: manufacturing, healthcare, energy, defence, and technology. Our team's technical expertise is matched only by their commitment to collaboration and customer satisfaction.