Sowmiya User

I’m an Automation-focused Data & Research Analyst, building AI-assisted research workflows, metadata systems, and operational automation for SaaS platforms. I specialize in structured research, content intelligence, and workflow optimization—turning manual effort into scalable pipelines.

Since July 2021 at Vitrina.AI, I designed and maintained automated web extraction and monitoring pipelines to ingest high-volume industry data. I use scheduled workflows and LLM-assisted extraction to ensure consistent data availability for critical reporting.

I conduct structured company, partnership, and market research, then collect, organize, and validate large volumes of industry metadata for content discovery and licensing workflows. I apply tagging standards, classification rules, and metadata consistency checks across internal platforms and custom-built dashboards.

I also build AI-supported operational systems using LLM APIs, prompt engineering, and fallback chain design to improve reliability at scale. In my projects, I’ve developed Telegram agents, live intelligence dashboards, and agentic job alerts—so research outputs stay current and actionable.