AI & Machine Learning Services for Castle Doyle 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 forCastle Doyle 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 Castle Doyle 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 forCastle Doyle 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.

Serving Castle Doyle and Beyond: COLETEK's Commitment to Northern Tablelands Business Success

In the heart of New South Wales' Northern Tablelands, where history meets innovation, lies Castle Doyle - a vibrant community where local businesses thrive. As trusted advisors and partners in growth, COLETEK is proud to serve this region, leveraging our expertise and national reach to help entrepreneurs, small business owners, and industry leaders achieve their goals.

Nestled amidst the rolling hills of the Northern Tablelands, Castle Doyle is a place where tradition meets progress. At COLETEK, we understand the unique challenges and opportunities that come with doing business in this region. That's why we're committed to staying close, listening attentively, and providing tailored support for local enterprises and entrepreneurs.

As an Australian company with a national presence, COletek is well-positioned to offer expert guidance, innovative solutions, and strategic partnerships that fuel growth and prosperity in Castle Doyle and beyond. Our team of trusted advisors has extensive experience working with businesses across various industries, from manufacturing and logistics to agriculture and tourism.

We take pride in being more than just a service provider – we're a reliable ally for local business owners, helping them navigate the complexities of entrepreneurship, overcome obstacles, and capitalize on opportunities. Whether you're starting up, expanding, or looking to improve operations, COleteK is here to empower your Castle Doyle-based business with expertise, innovation, and connection to national markets.

We're proud participants in the region's rich heritage and economic development, fostering strong relationships with local leaders, organizations, and stakeholders. Our presence at the forefront of emerging trends and technologies ensures you stay ahead of the curve – from digital innovations to supply chain optimizations.

With COLETEK on your side, you'll benefit from our unmatched local knowledge, industry insights, and national reach, perfectly balancing tradition with progress. We're dedicated to building lasting partnerships, empowering business leaders in Castle Doyle, and contributing positively to the local economy.