Priya Duvvala
- Role
- Data Scientist at Prince William Water
- Location
- Washington, DC, US
- LinkedIn followers
- 500 followers
About Priya Duvvala
With a Master\'s degree in Computer Science and an AWS Solutions Architect certification…
Experience
Data Scientist
Oct 2024 — Present · Woodbridge, VA, US
Built a machine learning model (XGBoost, LightGBM, PyTorch) to forecast water consumption with ±3.5% error margin and R²=0.89, improving procurement planning accuracy by 15%.Designed demand models for methanol and ferric chloride usage in wastewater treatment, projected to cut chemical consumption by 20%.Developed a data pipeline that reduced processing time by 40%, enabling faster analysis and decision-making.Automated Power BI dashboards, saving hours annually and providing leadership with real-time insights.Integrated business systems to eliminate silos, improving data accessibility across departments.Curated an enterprise master data repository, boosting data consistency by 20% and strengthening asset analytics.
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