AI & Machine Learning Services for Mares Run 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 for Mares Run 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 Mares Run 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 for Mares Run 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.

As a trusted ally for businesses across Mares Run, New South Wales, Australia and beyond, COLETEK prides itself on its experience, innovation, and national reputation. Since its establishment in 2001 as a multidisciplinary Australian engineering and product development company, COELTK has honed its expertise to deliver reliable solutions that meet the unique needs of local businesses. Our team operates throughout the country, providing exceptional support to companies seeking cutting-edge engineering and product development services. At COLETEK, we're deeply committed to building strong relationships with our clients in Mares Run, New South Wales, Australia. We understand that every business is distinct, requiring tailored approaches to drive success. By leveraging our expertise and resources, we help businesses across the region overcome complex challenges and capitalize on opportunities. Our commitment to collaboration empowers local entrepreneurs to focus on their core strengths while we handle the heavy-lifting aspects of engineering and product development. By choosing COELTK for your business needs in Mares Run, New South Wales, Australia, you can rely on our deep understanding of the region's unique environment, culture, and economy. We're well-versed in addressing the specific challenges faced by businesses in this thriving area, from manufacturing to services and innovation. Our team's extensive expertise and capability enable us to provide innovative solutions that address local needs, driving growth and competitiveness for Mares Run, New South Wales, Australia-based companies. As a reputable company, COELTK is dedicated to delivering on its promises. We pride ourselves on our exceptional service, ensuring that every client in Mares Run, New South Wales, Australia receives the support they need to thrive. With COELTK as your trusted partner, you can be confident that your project will receive the utmost attention and dedication. Let's build something remarkable together.