AI & Machine Learning Services for Pelluebla 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 Pelluebla 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 Pelluebla 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 Pelluebla 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.

At COLETEK, we're proud to have earned a reputation as a trusted engineering and product development company since our establishment in 2001. Our multidisciplinary team of experts is based in Pelluebla, Victoria, Australia, but our capabilities extend well beyond our local community, serving businesses across Pelluebla, Victoria, Australia and throughout the country. As a long-time resident of Pelluebla, we know what it takes to succeed in this unique region. We're committed to supporting local companies as they navigate the ever-changing landscape of technology, innovation, and global market trends. Our team has extensive experience collaborating with businesses from diverse sectors, from manufacturing to healthcare, ensuring that their products and services meet the highest standards. When you partner with COLETEK, you can rely on our reliability, collaboration, and capability to drive your business forward. Our experts draw upon a deep understanding of engineering principles, product design, and development processes to create innovative solutions that address real-world challenges faced by your company. By leveraging our expertise in product development, we'll help you stay ahead of the competition while delivering exceptional results. Based in Pelluebla, Victoria, Australia, our presence is more than just a local office - it's an expression of our commitment to supporting businesses within our community and across the nation. Whether you're looking for solutions to enhance your existing operations or seeking guidance on new product development, we're here to support your ambitions. As you ponder how COLETEK can contribute to the growth and success of your business in Pelluebla, Victoria, Australia, take a moment to consider what sets us apart: our collaborative approach, passion for innovation, and trusted reputation. When you're ready to explore how together, we can build something remarkable, let's start with a conversation.