Sravanthi Ponnana
Data Science
Greater Seattle Area United States
Summary
👤
Senior🎓
Top SchoolSravanthi Ponnana is a data scientist with a decade of experience applying statistics and software engineering to deliver production-grade ML solutions, currently contributing to data science efforts at Amazon in the Greater Seattle Area. She has a strong academic foundation in computer science and data analytics and a track record of improving real-world systems—most notably doubling accuracy on building start-up time prediction at Prescriptive Data. Her toolkit spans time series forecasting, regression, classification, clustering, and dimensionality reduction implemented in Python and R, with practical experience in ARIMA/SARIMA, neural nets, random forests and NMF. Sravanthi pairs rigorous modeling with clear visualizations to align technical work to operational impact, having driven energy forecasting and performance metrics for building operations. Active in the competition and conference circuit, she brings a curious, research-minded approach to production problems and a history of translating analytics into measurable business outcomes.
10 years of coding experience
3 years of employment as a software developer
Master of Business Administration (MBA), Data Analytics, Master of Business Administration (MBA), Data Analytics at Narsee Monjee Institute of Management Studies, BangaloreUniversity of Illinois Urbana-ChampaignBachelor of Technology (BTech), Computer Science, Bachelor of Technology (BTech), Computer Science at Gayatri Vidya Parishad College of Engineering, Visakhapatnam
English, Hindi, Telugu
Github Skills (4)
metis4
science3
python3
data-science2
Github contributions (5)
psravanthi/dsp
Apr 2016 - Jun 2016
Contributions:62 pushes in 1 month
pythonsciencedata-sciencemachine-learningpandas
psravanthi/kaggle_titanic
Feb 2016 - Feb 2016
Contributions:4 PRs, 4 pushes, 3 branches in 15 days
titanic
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