Ramya Rastogi

• Developed enterprise automation workflows using n8n and RAG, configuring a custom HR assistant to extract domain information via vector embeddings. • Engineered 2 conversational AI agents featuring persistent memory and tool-calling capabilities, reducing manual scheduling friction by 40%. • Orchestrated webhook-based event architectures, managing a NASA notifications pipeline that scaled to over 1,500 active subscribers.

• Deployed a full-stack Python-Streamlit application, optimizing file pipelines to reduce data processing latency by 25%. • Refined a modular machine learning scoring engine, boosting software maintainability and system accuracy by 30%+ across 10+ active models. • Collaborated within a cross-functional 4-member team to deliver a domain-specific conversational bot, securely handling 500+ inquiries daily.

• Analyzed large-scale Airbnb and Netflix datasets, increasing quantitative decision accuracy by 30% across 3 primary business groups. • Implemented LLM data aggregation pipelines, decreasing reporting turnaround by 80% and dropping manual efforts by 40%. • Enhanced business intelligence dashboards using Matplotlib and Seaborn, lifting visual comprehension speeds by 35%.