VerbaEdge Systems LLC

VerbaEdge Systems LLC builds practical AI and machine learning solutions for companies that need clear technical direction, working prototypes, and reliable delivery. We specialize in applied AI, computer vision, edge AI, embedded machine learning, RAG chatbots, LLM evaluation, Python development, and time-series anomaly detection. Our technical work is led by a Ph.D. Computer Engineer with 9 years of experience in machine learning, deep learning, computer vision, NLP, and AI deployment. We help clients move from an idea, prototype, or technical problem to a scoped solution that can be tested, improved, and deployed. Our capabilities include: • AI and RAG chatbots that answer from company documents with source references • LLM evaluation, prompt testing, benchmark design, and AI quality analysis • Computer vision prototypes for detection, classification, inspection, and image analysis • Edge AI and embedded ML deployment planning for real-world hardware constraints • Python ML development, debugging, data pipelines, and model improvement • Time-series anomaly detection and decision-support prototypes Our technical lead has publicly documented hands-on work in edge AI deployment, computer vision, embedded Linux, RTOS integration, Yocto-based systems, C++ integration, and ML acceleration on edge hardware. We focus on clear scope, responsive communication, practical engineering, and deliverables clients can test and use.