AI & Machine Learning Services for Murga 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 forMurga 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 Murga 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 forMurga 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.

Established Expertise in Murga and Beyond: Trustworthy Support for Central West Slopes Businesses

Nestled in the picturesque landscape of Murga, Central West Slopes, New South Wales, Australia, our region is known for its rich history, diverse natural beauty, and strong sense of community. As a trusted Australian company, COLETEK understands the unique needs of local businesses like yours. Whether you're looking to grow your operation or navigate the complexities of modern commerce, we're here to provide guidance tailored to your specific situation.

With extensive experience working with clients across Australia, including in Murga and the surrounding area, our team is well-equipped to leverage national expertise while staying true to local roots. We've built lasting relationships with businesses of all sizes, from family-owned operations to larger enterprises. Our passion for innovative solutions and commitment to exceptional service have earned us a reputation as a reliable partner for entrepreneurs, decision-makers, and change-makers alike.

Your success is our top priority. As a trusted ally in Murga, we take the time to listen to your objectives, identify opportunities for growth, and develop strategies that align with your unique goals. Our expertise spans the breadth of business operations, from operational management to strategic planning and risk mitigation. By tapping into our knowledge, you'll be empowered to make informed decisions, adapt to changing market conditions, and drive results in a rapidly evolving landscape.

As a locally-owned company, we're dedicated to our roots in Murga and the Central West Slopes region. We understand the importance of community ties and take pride in being a trusted advocate for local interests. Whether you're navigating the challenges of regulatory compliance or seeking guidance on market trends, we'll draw upon our extensive industry knowledge to provide expert insights that resonate with your business needs.

By partnering with COLETEK, you can be confident that you've chosen a trusted Australian company with a deep understanding of local markets and a proven track record of delivering results. We're proud to serve as an integral part of the Murga business community, supporting entrepreneurs, small businesses, and family operations alike.

When it's time to take your business to the next level or address emerging challenges, trust COLETEK to provide innovative solutions tailored to your unique needs. Reach out today and discover how our expertise can benefit your enterprise:Contact Us