AI & Machine Learning Services for Rockdale 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 Rockdale 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 Rockdale 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 Rockdale 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 in Rockdale, New South Wales, Australia, you understand the importance of staying ahead of the curve in today's fast-paced market. COLETEK is here to support your growth and success, offering expert engineering and product development services that can help you stay competitive.

Since our inception in 2001, we've established ourselves as a trusted multidisciplinary Australian company with an unwavering commitment to innovation, reliability, and collaboration. Our team of skilled engineers and product developers is dedicated to delivering tailored solutions that meet the unique needs of businesses across Rockdale, New South Wales, Australia, and throughout Australia.

We pride ourselves on being more than just a supplier of services – we're your trusted partners in driving business growth and success. Our comprehensive approach to engineering and product development helps you address complex challenges, create new opportunities, and achieve your goals. Whether you're looking to enhance operational efficiency, improve customer experiences, or expand into new markets, our team is equipped to help.

Throughout Rockdale, New South Wales, Australia, and beyond, we've worked with numerous businesses across various industries to develop customized solutions that meet their specific needs. Our extensive experience has honed our expertise in working closely with clients, understanding their unique challenges, and providing innovative solutions to drive meaningful results.

At COLETEK, we're passionate about building long-term relationships founded on trust, respect, and open communication. We believe that collaboration is key to driving success, which is why we work closely with our clients to understand their goals, develop tailored strategies, and deliver practical solutions.