AI & Machine Learning Services for The Marra 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 forThe Marra 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 The Marra 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 forThe Marra 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.

Where Community Meets Expertise: COLETEK in The Marra, Central West Slopes, New South Wales, Australia

The Marra, a tranquil and inviting region nestled within the Central West Slopes of New South Wales, Australia – a place where rolling hills meet open skies. As a locally-based company with a strong presence in this picturesque area, COLETEK is dedicated to supporting businesses like yours, providing expertise that's as close as your neighbor.

With over [number] years of experience working directly with clients across the country, including right here in The Marra, you can rest assured that when you partner with COLETEK, you'll be working with a trusted Australian company committed to helping businesses succeed. Our team of industry experts has developed a keen understanding of what it takes to thrive in this region – from connecting with our community's unique needs and goals to leveraging innovative strategies tailored to local markets.

At COLETEK, we're passionate about fostering strong relationships within the business community here in The Marra. We recognize that each organization has its own distinct story, strengths, and challenges – which is why we focus on delivering personalized support that genuinely understands your operation's requirements. By doing so, you can expect [list of 2-3 benefits e.g., "enhanced growth prospects," "increased efficiency," and "improved market visibility"].

When you choose to work with COLETEK in The Marra, you're not just partnering with a local business – you're joining forces with a national organization that's committed to driving prosperity across the country. Our reach extends far beyond our region, allowing us to leverage insights and best practices from all corners of Australia to help your business flourish.

As a COLETEK partner in The Marra, you can rely on us for unwavering trustworthiness, innovative thinking, and a deep understanding of the unique dynamics shaping our local economy. By combining expertise with a genuine passion for supporting regional businesses, we empower organizations like yours to reach new heights – right here in The Marra.

And now you're probably wondering what it takes to get started with COLETEK in The Marra? Simply put, all it takes is a willingness to collaborate and grow. Whether you're an established player or just starting out, our door (or inbox) is always open for new conversations, challenges, and opportunities.

Ready to experience the difference that comes from partnering with a trusted Australian company that truly understands The Marra? Let's start your journey today by Contact Us.