AI & Machine Learning Services for Murrulebale 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 forMurrulebale 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 Murrulebale 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 forMurrulebale 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.

Making a Difference in Murrulebale: COLETEK's Commitment to South Central New South Wales

In the heart of South Central, New South Wales, Australia, there is a sense of community and camaraderie that defines its people and businesses. Located in the picturesque town of Murrulebale, our team at COLETEK understands the importance of fostering strong ties with local organizations and entrepreneurs.

For over [insert number] years, we've been dedicated to empowering the growth and prosperity of this magnificent region. Our presence has been shaped by a deep understanding of the unique challenges faced by small businesses, not-for-profits, and individual innovators in Murrulebale and beyond. We get it – this isn't just about transactions; it's about building trust, driving innovation, and creating opportunities that benefit everyone.

As a trusted Australian company with national reach, COLETEK is uniquely positioned to support the evolving needs of Murrulebale's business community. Our expertise spans multiple industries and sectors, honed through countless collaborations, success stories, and learnings from this dynamic region. We're proud to be an integral part of South Central New South Wales' economic tapestry.

Our commitment to the people and enterprises of Murrulebale transcends mere lip service; it's reflected in every conversation we have, every project we undertake, and every relationship we nurture. This area is home to some truly remarkable individuals and firms – our goal is to empower their endeavors, facilitate growth, and celebrate their triumphs.

At COLETEK, we're not just a company; we're an ally for Murrulebale's local businesses, a champion for innovation, and a steadfast supporter of the region's aspirations. Our door – figuratively – is always open to entrepreneurs, organizations, and community leaders seeking partnership, guidance, or simply some friendly advice.

So if you're part of the vibrant story taking shape in Murrulebale, South Central New South Wales, Australia – whether you're a startup or an established player – we warmly invite you to explore the possibilities with us. We're here for the long haul, dedicated to crafting a better future for this exceptional region.