AI & Machine Learning Services for Port Alma 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 Alma 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). 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 Alma 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 Alma 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 Port Alma, Queensland, Australia, you understand the importance of reliable partnerships to drive growth and innovation. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a reputation for delivering results. With expertise spanning over two decades, our team is uniquely positioned to support businesses across Port Alma, Queensland, Australia, and throughout the country. We're proud of our national reputation for excellence, built on a foundation of trust, innovation, and capability. Our collective experience has equipped us to tackle complex challenges, develop innovative products, and drive business success. Whether you're looking to enhance your operations, improve productivity, or simply find a trusted ally, COLETEK is here to support businesses in Port Alma, Queensland, Australia. We operate throughout the region, serving businesses across industries, from manufacturing and logistics to healthcare and beyond. Our team is dedicated to delivering reliable solutions that meet your unique needs. At COLETEK, we're passionate about collaboration – working closely with our partners to understand their goals and develop tailored strategies for success. With a strong track record in product development, engineering, and project management, we're well-equipped to help you navigate the complexities of modern business. Operating from Port Alma, Queensland, Australia allows us to stay connected to the local community, understanding the unique challenges and opportunities that come with doing business in this region. We take pride in our ability to serve businesses across Port Alma, Queensland, Australia, leveraging our national network and expertise to drive growth and progress. As you navigate the ever-changing landscape of your industry, you deserve a trusted partner who can help you overcome obstacles, capitalize on opportunities, and achieve your goals. That's where COLETEK comes in – a reliable, innovative, and capable ally for businesses in Port Alma, Queensland, Australia.