Jyothsna Reddy
Data Analyst @Community Dreams Foundation
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WORK HISTORY
Data Analyst @Community Dreams Foundation
Engineered and optimized SQL queries and stored procedures on Oracle databases, enabling accurate extraction of large-scale operational and AI-model performance data, reducing reporting latency by 30%.•Designed and implemented relational and dimensional data models (star/snowflake schemas) to support scalable AI analytics workflows, improving query performance by 25%.•Built and deployed interactive Tableau dashboards to track AI model KPIs, user engagement, and system performance, providing real-time visibility that accelerated stakeholder decisions by 30%.•Automated data validation and reconciliation workflows using SQL and Tableau Prep, enhancing data accuracy and reliability by 30% while minimizing manual intervention.•Partnered with data scientists and engineering teams to translate AI monitoring requirements into actionable dashboards and analytics pipelines, ensuring consistent visibility into model drift, accuracy, and usage trends.•Established dashboard governance and version control practices, standardizing KPIs across teams and improving the scalability of reporting for AI model lifecycle management.
EDUCATION
University at Buffalo
MPS-DS
Sri Venkateshwara College of Engineering, BANGALORE
Bachelor of Engineering - BE
ABOUT JYOTHSNA REDDY
I am a data-driven professional with experience in data engineering, analytics, and…
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