AI & Machine Learning Services for Singleton 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 forSingleton 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 Singleton 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 forSingleton 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.

Elevate Your Business in Singleton, Upper Hunter Valley: Partnering with COLETEK for Success

As the heart of the Upper Hunter Valley region, Singleton is a thriving hub of commerce and innovation in New South Wales, Australia. With its rich history, diverse economy, and picturesque landscapes, Singleton offers an ideal environment for businesses to flourish. As a trusted Australian company, COLETEK has been proud to play a part in this success story by supporting local businesses and communities in the area. With a national presence that spans the length and breadth of Australia, COLETEK understands the unique needs and challenges faced by local enterprises in Singleton. Our team is committed to delivering tailored solutions that empower entrepreneurs, small business owners, and corporate leaders alike to achieve their goals and grow their operations. By leveraging our extensive experience, industry insights, and innovative approach, businesses in Singleton can be confident in their ability to adapt, innovate, and thrive. COLETEK's local presence in Singleton is just one aspect of its commitment to supporting the regional economy. We believe that trust, integrity, and community engagement are essential components of any successful business partnership. By partnering with COLETEK, local businesses can tap into a deep understanding of their needs, aspirations, and challenges, and gain access to a wealth of knowledge, skills, and resources. As Singleton continues to evolve as a hub for industry, innovation, and education, COLETEK remains steadfast in its dedication to the community. Our presence is not just a physical one – it's also a commitment to fostering meaningful connections with local stakeholders, leveraging our expertise to drive economic growth, and contributing to the long-term prosperity of the Upper Hunter Valley region. If you're looking for a trusted partner to support your business aspirations in Singleton, look no further than COLETEK. Our doors are open to businesses seeking guidance, collaboration, or simply a listening ear. By reaching out and connecting with us, you'll be taking the first step towards unlocking new opportunities, driving success, and joining the ranks of innovative entrepreneurs, small business owners, and corporate leaders who have already reaped the benefits of partnering with COLETEK. Contact Us