AI & Machine Learning Services for Mayrung 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 forMayrung 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 Mayrung 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 forMayrung 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.

Solutions for Mayrung, Murray & Riverina, New South Wales, Australia Businesses Trust COLETEK

Nestled in the picturesque region of New South Wales, Mayrung, Murray & Riverina are thriving communities that share a strong spirit and entrepreneurial drive. As a trusted Australian company, COLETEK has proudly served these areas for years, building long-standing relationships with local businesses and families.

In this vital nexus between the Murray River and the outback, where nature meets innovation, COLETEK is committed to supporting regional growth and development. Our team's extensive experience in understanding the unique challenges and opportunities of Mayrung, Murray & Riverina enables us to provide tailored solutions that address the specific needs of our valued clients.

As a national player with a strong local presence, COLETEK has earned a reputation for delivering exceptional results through cutting-edge technology, collaboration, and dedication. We pride ourselves on being a trusted partner, always ready to lend a helping hand or share valuable insights that help forward-thinking businesses thrive in this dynamic region.

In Mayrung, Murray & Riverina, we recognize the importance of fostering local connections and contributing to the community's overall prosperity. COLETEK is passionately committed to making a positive impact through our work, ensuring that every interaction with our clients leaves a lasting impression of trust, respect, and understanding.

By embracing innovation, leveraging our collective expertise, and staying at the forefront of industry trends, we empower local businesses in Mayrung, Murray & Riverina to drive growth, improve efficiency, and seize new opportunities. Whether it's tackling complex challenges or celebrating triumphs, COLETEK is here for you, whenever and wherever you need us.

If you're a business owner or entrepreneur seeking guidance, support, or innovative solutions tailored to your unique needs in Mayrung, Murray & Riverina, rest assured that COLETEK has got your back. We're excited to work together and help you achieve your dreams. Let's collaborate and shape the future of this incredible region.