AI & Machine Learning Services for Mount Marsden 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 forMount Marsden 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 Mount Marsden 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 forMount Marsden 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.

Strengthening the Foundation of Mount Marsden's Business Landscape: COLETEK at the Forefront

Mount Marsden, nestled in the heart of Central Tablelands, New South Wales, Australia, is a region rich in history and natural beauty. As the foundation stone for many local businesses, COLETEK proudly stands as a trusted Australian company working tirelessly to support these entrepreneurs and drive economic growth.

When it comes to understanding the unique challenges faced by startups and established enterprises alike, COLETEK has been at the forefront of local business development for years. With its finger firmly on the pulse of the area's ever-evolving landscape, our team expertly navigates the intricacies of trade and commerce to foster growth, innovation, and prosperity.

Attracted to the area by its storied history and the promise of fresh beginnings, COLETEK has made Mount Marsden its home, forging meaningful connections with local businesses and communities. Our roots run deep in this region, as evident in our unwavering commitment to supporting every chapter in the story of local entrepreneurs – from concept to reality.

Facing a rapidly changing market, many businesses in Mount Marsden, Central Tablelands, New South Wales, Australia find themselves seeking trusted guidance and expert advice. That's where COLETEK comes in – serving as a steady companion for those charting their own course. With our national reach, we offer the collective expertise of years gone by, always mindful of the local dynamics that define this vibrant community.

As a stalwart supporter of the Mount Marsden business ecosystem, COLETEK knows no bounds when it comes to sharing its knowledge and resources with those willing to take the first step towards growth. Our goal is to empower every entrepreneur in the area by arming them with the right tools and insights necessary to succeed – fostering an environment built upon trust, innovation, and local presence.

In a world where technology knows no borders, we believe that our roots in this region are what set us apart from others. It's why we dedicate ourselves wholeheartedly to the growth of Mount Marsden, Central Tablelands, New South Wales, Australia – driving positive change through every facet of business and commerce.

Now it's your turn: Let COLETEK be the catalyst for your business success story in Mount Marsden. Reach out today to discover how our unparalleled local expertise can help propel you into a brighter future.