AI & Machine Learning Services for Running Creek 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 Running Creek 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 Running Creek 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 Running Creek 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.

Located in the heart of Victoria, Australia, COLETEK is a multidisciplinary engineering and product development company with a national reputation for delivering innovative solutions to businesses across Running Creek. With a rich history spanning over two decades – since our inception in 2001 – we have developed an expertise that spans various industries, from manufacturing to healthcare, empowering local businesses like yours to thrive.

At COLETEK, we take pride in being a trusted partner for businesses in and around Running Creek. Our passion-driven team of experts is dedicated to collaborating with your organization to understand your unique needs, creating bespoke solutions that drive growth, increase efficiency, and enhance competitiveness. Leveraging our cutting-edge engineering capabilities, we work closely with local businesses like yours to deliver tailored products that streamline operations, improve bottom lines, and drive long-term success.

Operating throughout Running Creek, Victoria, Australia – and beyond – COLETEK has earned a reputation for being a reliable partner for businesses seeking innovative solutions to complex challenges. Our commitment to delivering exceptional results stems from our deep understanding of the local area and its industries, allowing us to develop solutions that are finely tuned to the specific needs of businesses in Running Creek.

If you're based in Running Creek, Victoria, Australia, or serving businesses across this vibrant region, we invite you to leverage our expertise. By partnering with COLETEK, you can expect a collaborative approach that fosters open communication, ensures seamless integration, and drives meaningful results. Whether you require assistance with product development, engineering solutions, or innovative approaches to improve processes – we're here to help your business succeed.