AI & Machine Learning Services for Port Kembla 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 Port Kembla 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 Port Kembla 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 Port Kembla 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 proud to serve businesses across Port Kembla, New South Wales, Australia, and throughout the nation, offering expert engineering and product development services since 2001. With our multidisciplinary approach, we bring a unique combination of skills and expertise to help local companies like yours succeed in today's competitive landscape. As an Australian company with a national reputation for reliability, collaboration, and capability, we understand the importance of building strong relationships with businesses in Port Kembla. At COLETEK, we're committed to delivering innovative solutions that address the specific challenges faced by industries in and around this region. Our team of experienced engineers and product developers take the time to understand your unique needs and goals, taking a holistic approach to ensure our projects align with yours. By leveraging our expertise in engineering and product development, you can trust COLETEK to provide support for your business operations across Port Kembla, New South Wales, Australia. From concept design to production-ready solutions, we're with you every step of the way. Our team has extensive experience working with a broad range of industries, from manufacturing and logistics to construction and infrastructure. By partnering with COLETEK, you can benefit from our industry-recognized expertise in engineering and product development. We take pride in delivering tailored solutions that meet the specific needs of businesses like yours operating in Port Kembla, New South Wales, Australia. Whether you're looking to improve efficiency, reduce costs, or increase product quality, our multidisciplinary team is ready to work with you to achieve your goals. As we continue to operate throughout Port Kembla and wider Australia, COLETEK remains committed to delivering exceptional outcomes for local businesses. We believe that our innovative engineering solutions can make a tangible difference in the lives of everyday Australians. Join us on this journey and discover how our collaborative approach can drive success for your business.