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 forMares 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 forMares 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.

Mares Run, Mid North Coast, New South Wales, Australia: A Hub for Growth and Opportunity

Nestled in the picturesque region of Mares Run, surrounded by the stunning natural beauty of the Mid North Coast, New South Wales, Australia, lies a community rich in character and potential. As a trusted partner to local businesses and innovators, COLETEK is committed to empowering the growth and development of this unique area.

For over [X] years, our team has been dedicated to working closely with entrepreneurs, startups, and established organizations across Mares Run and beyond. Our national presence allows us to draw on expertise from across Australia, while our local roots enable us to understand the distinct needs and challenges of this special region.

At COLETEK, we pride ourselves on being a trusted advocate for the businesses that make Mares Run thrive. We prioritize innovative thinking, fostering relationships that drive progress and creating opportunities for growth. By supporting local initiatives and collaborations, we contribute to the continued vibrancy and prosperity of our community.

Our dedication to the Mid North Coast region goes beyond just doing business – it's about being a part of the fabric of this wonderful area. We value the unique characteristics that make Mares Run a desirable place to live, work, and visit, from its stunning beaches to its lush forests and abundant wildlife.

As you navigate the complexities of growing your business or organization in Mares Run, rest assured that COLETEK is here to lend expert guidance, connections, and resources. We're passionate about helping local businesses like yours thrive, whether you're just starting out or looking to take your operations to the next level.

If you're ready to take advantage of the limitless possibilities in Mares Run, Mid North Coast, New South Wales, Australia, we invite you to join forces with COLETEK. Together, let's chart a course for success that benefits our community and leaves a lasting impact.