AI & Machine Learning Services for Corringle 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 Corringle 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 Corringle 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 Corringle 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 a strong presence in Corringle, Victoria, Australia, serving businesses across this charming region. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation as a reliable partner for organizations seeking innovative solutions. With over two decades of experience, our team has honed its expertise through numerous collaborative projects with Corringle's local businesses. We understand the unique challenges and opportunities facing companies in this area, and we're committed to supporting their growth and development. By operating throughout Australia, we've developed a deep understanding of the nation's diverse industries and are well-equipped to serve businesses across Corringle, Victoria, Australia. Our focus lies in delivering tailored engineering solutions that meet the distinct needs of each client. Through our expertise in product development, we empower local companies to bring innovative ideas to life, driving their success and prosperity. At COLETEK, we believe that by fostering strong relationships with our clients, we can not only provide effective solutions but also contribute to the overall vitality of Corringle's community. As a trusted partner for businesses seeking engineering excellence, COLETEK is dedicated to providing Corringle-based companies with the reliability and capability they need to thrive. By leveraging our expertise in product development, we're confident that together, we can overcome any challenge and achieve remarkable results. Here at Corringle, Victoria, Australia, we understand the importance of local relationships and are committed to serving businesses across this region, leveraging our national reputation as a trusted engineering partner. Let's build something remarkable together – contact us today!