AI & Machine Learning Services for Murphys 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 Murphys 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 Murphys 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 Murphys 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.

As a trusted partner for businesses across Murphys Creek, Victoria, Australia, COLETEK is dedicated to helping local entrepreneurs and decision-makers like you drive growth, innovation, and success. For over two decades, our multidisciplinary Australian engineering and product development company has been providing expert services that transform industries. With our roots firmly planted in the heart of Australia, we take pride in being a trusted national player. Our team of engineers and experts is passionate about collaborating with clients to understand their unique challenges and ambitions. By leveraging our expertise and innovation, we empower businesses like yours to stay ahead of the curve. Based in Murphys Creek, Victoria, Australia, COLETEK has built a reputation for reliability, capability, and commitment to delivering exceptional outcomes. Our long-standing relationships with businesses throughout Australia are a testament to our ability to understand their needs and provide tailored solutions that drive real results. Whether you're seeking to optimize processes, develop new products or services, or simply stay ahead of the competition, COLETEK is here to support you every step of the way. We operate throughout Murphys Creek, Victoria, Australia, and beyond, serving businesses of all sizes and industries with unparalleled expertise. By partnering with COLETEK, you can rest assured that your business will receive the attention it deserves. Our focus on long-term relationships, open communication, and collaborative problem-solving sets us apart from others. Together, let's achieve remarkable things and propel your business forward in Murphys Creek, Victoria, Australia.