Malvika Rajeev
Summary
Detail-oriented Data Scientist with over 3 years of experience in data engineering, data analysis, statistical modelling, and research. Experience in leveraging data to drive business decisions and improve org health. Currently leading the tracking and prediction of the performance of data operations in Google Maps to ensure rich, high quality data in scalable ways.
Overview
5
5
years of professional experience
Work History
Data Scientist
Google
12.2021 - Current
- Develop and implement statistical methods to track & enhance Google Maps data ops and create metrics for improving strategic planning
- Collaborate with cross-functional teams to develop complex data pipelines that generate the required signals, to be used extensively for performance measurement and scaling opportunities
- Clean, transform, and analyze very large datasets to answer key business questions in order to inform decision-making of an org handling $360M+ in annual budget.
Quantitative Research Analyst
The Diplomat
08.2021 - 12.2021
- Conducted quantitative analysis to support the qualitative arm, eg. time series inferences of key geopolitical indicators
- Created publication-ready data visualizations to effectively communicate findings to 3.5M MAU.
Research and Development Intern
Propel(x)
04.2020 - 02.2021
- Assisted in the pilot of clustering low-, medium-, and high-risk default investors with almost 10+ investors onboarding every week
- Conducted market research and analyzed trends to support startup investments.
Graduate Student Instructor
University of California
06.2019 - 04.2020
- TA-ed one of the biggest data science courses at UC Berkeley (Intro to DS), along with Data Science for Biostatistics and Public Health, combined total of 300+ students
- Guided students through statistical analysis and data visualization techniques in R.
Education
Master of Arts - Statistics
University of California
Berkeley, CA01.2020
Bachelor of Science - Mathematics
St. Stephen's College
Delhi, India07.2017
Skills
- Fluency in R, SQL, Python and Bash
- Statistical Modeling
- Clustering in high dimensions using ML
- Data Visualization
- Tableau and Looker for BI
Websites
Languages
English (Fluent)
Hindi (Fluent)
Timeline
Data Scientist
Google
12.2021 - Current
Quantitative Research Analyst
The Diplomat
08.2021 - 12.2021
Research and Development Intern
Propel(x)
04.2020 - 02.2021
Graduate Student Instructor
University of California
06.2019 - 04.2020
Master of Arts - Statistics
University of California
Bachelor of Science - Mathematics
St. Stephen's College
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