AI & Machine Learning Services for Mummel 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 Mummel 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 Mummel 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 Mummel 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 the heartland of Australian innovation, Mummel, New South Wales, Australia is renowned for its rich agricultural heritage, stunning natural beauty, and a strong sense of community spirit. And at the forefront of driving progress in this thriving region is COLETEK – a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, COLETEK has earned a reputation as a trusted partner for businesses across Mummel, New South Wales, Australia, and throughout the country. Our team of skilled engineers and innovators is dedicated to delivering bespoke solutions that cater to local industries, empowering them to overcome complex challenges, optimize operations, and drive growth. At COLETEK, we pride ourselves on our ability to collaborate closely with clients to understand their unique needs and aspirations. By combining cutting-edge engineering expertise, innovative thinking, and a deep understanding of industry requirements, we create tailored solutions that address the specific pain points of businesses in Mummel, New South Wales, Australia. Whether it's developing bespoke products, optimizing processes, or ensuring seamless integration with existing systems, our team is committed to delivering maximum value to clients. And as a nationally recognised engineering and product development company operating throughout Mummel, New South Wales, Australia, COLETEK is uniquely positioned to bring world-class expertise to the doorstep of local businesses. In today's fast-paced and rapidly evolving landscape, companies in Mummel, New South Wales, Australia must be agile, innovative, and forward-thinking to stay ahead of the competition. That's where COLETEK comes in – a trusted partner that can help you unlock new opportunities, streamline operations, and drive long-term success. By choosing COLETEK as your trusted engineering and product development partner, businesses in Mummel, New South Wales, Australia can rest assured that they're receiving exceptional expertise, unwavering support, and a dedication to delivering outstanding results. So why wait? Let's build something remarkable together.