AI & Machine Learning Services for Waverly 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 forWaverly 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 Waverly 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 forWaverly 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.

Local Expertise for Waverly, Upper Hunter Valley, New South Wales, Australia

n the picturesque region of Waverly, nestled in the heart of the Upper Hunter Valley, New South Wales, Australia, COLETEK is proud to be a trusted partner for local businesses and communities. With our deep understanding of the local landscape and culture, we have earned a reputation as a reliable and innovative company that truly understands the unique needs and challenges of this beautiful area.

As a national company with roots in Australia, COLETEK has had the privilege of working with businesses across the country, from coast to coast. This extensive experience has given us the insight to tailor our approach to meet the specific requirements of the Upper Hunter Valley region, where we have been honored to support entrepreneurs and small business owners for years.

At COLETEK, we take pride in being a locally present company that genuinely cares about the communities we serve. We understand that this corner of the world is known for its stunning natural beauty, rich history, and strong sense of community – values that align perfectly with our own commitment to building lasting relationships with our clients.

With an unwavering focus on trust, innovation, and exceptional customer service, COLETEK has established itself as a trusted business partner in the eyes of Waverly's residents and business owners. We have developed expertise in understanding the dynamics of this local market, where community spirit and family ties are woven into the very fabric of daily life. By embracing these values and applying them to our work, we have been able to forge strong bonds with our clients and build a reputation for ourselves as a company that truly gets it – whether you're a small start-up or an established enterprise.

If you're looking for dependable expertise in Waverly, Upper Hunter Valley, New South Wales, Australia, look no further than COLETEK. We invite you to explore our network of local resources and expertise, crafted specifically with the unique needs of this region in mind. At COLETEK, we believe that by working together, we can build a brighter future for businesses and communities alike.