Aditi Soni
Data Engineer @ Leidos | Data Science, Analytical Skills, Artificial Intelligence, Team Leadership
- Role
- Data Engineer at Leidos
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Aditi Soni
I’m passionate about leveraging data to solve complex business problems and build…
Experience
Data Engineer
Oct 2023 — Present · New York, NY, US
Managed the Bias Assessment Project for the Office of Analytics, Review, and Oversight, conducting exploratory data analysis and advanced statistical evaluations. Utilized IBM’s AI Fairness 360 toolkit to identify and quantify demographic biases in AI model outputs, delivering detailed reports with actionable insights and strategic recommendations for bias mitigation.• Evaluated vendor solutions for the Office of Hearing Operations (OHO) Scheduling System, conducting \"Build vs. Buy\" analyses and recommending a hybrid approach that optimized customization while reducing costs.• Developed interactive Tableau dashboards to visualize case allocation trends and key performance indicators (KPIs), enhancing operational decision-making. Streamlined data preparation and refresh processes by automating workflows in Apache Airflow.• Optimized user engagement for the Office of the Chief Information Officer’s chatbot by analyzing user interactions in Cosmos DB and developing Power BI dashboards that informed feature enhancements.• Selected for Leidos’ elite Solution Architect program, gaining expertise in designing scalable, strategic solutions for enterprise systems.
Education
SVKM's Narsee Monjee Institute of Management Studies (NMIMS)
Bachelor of Technology (B.Tech), Computer Science
2015 — 2019
Indiana University Bloomington
MS in Data Science- Residential
SVKM JVPAREKH International School
Cambridge IGCSE
2009 — 2013
SVKM JVPAREKH International School
Cambridge International A Levels
2013 — 2015
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