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Work Background
SplunkManager, Data Science & Engineering
Jan. 2022 - Jul. 2024San Francisco Bay Area
SplunkData Scientist
May. 2021 - Nov. 2022San Francisco Bay Area
Acorn Analytics Inc.Principal Data Scientist
Sep. 2020 - Apr. 2021
Acorn Analytics Inc.Senior Associate Data Scientist
Jan. 2020 - Sep. 2020San Francisco Bay Area- Built machine learning model to predict risk of customer churn for $2B SaaS company - Analyzed product usage metrics and determined proper benchmarking for assessing various risks with customer adoption (SaaS product)
- Project lead of data science team, responsible for >50% of firm’s revenue: software/technology, brand/apparel industries, nonprofits
- Communicated analysis results and model findings to C-suite execs and non-technical stakeholders
- Created financial and sales dashboards for C-suite and managers with Tableau and Amazon Quicksight
- Performed exploratory data analysis and created visualizations using python (pandas, matplotlib, seaborn) Other: Git/version control, Unix command line, Jupyter notebooks, virtual environments, scikit-learn, code review, linters
Acorn Analytics Inc.Data Scientist
Mar. 2019 - Jan. 2020- Developed machine learning algorithms to predict consumer behavior
- Performed data and technology assessments of client needs and priorities - Built and maintained ETL pipeline, engineered database backup system (basic SQL queries via ODBC connection; securing data in Google Cloud data lake)
- Performed exploratory data analyses with python to provide insights on ongoing basis
- Developed financial, sales, and CEO dashboards within GSuite to promote data literacy for client
- Presented descriptive analytics findings with top recommendations for sales strategy
- Advised in seed-stage startup development with focus on finances, analytics, and algorithm development
University of California, BerkeleyResearch Scientist @ Center for Isotope Geochemistry
Jan. 2019 - Mar. 2019
University of California, BerkeleyResearch Supervisor
Jan. 2016 - Jan. 2019
University of California, BerkeleyGraduate Student Researcher & Instructor
Aug. 2013 - Dec. 2018Berkeley, CADesigned and executed three independent research projects to address complex Earth science queries, resulting in dissertation chapters and completion of PhD requirements. Authored/co-authored four publications (3 of 4 in addition to dissertation chapters) via collaboration with senior-level scientists from top universities and national laboratories. Communicated research findings via oral and poster presentations at international conferences in San Francisco, Paris, Pittsburgh, etc. FEATURED PROJECTS: • Elucidating thermodynamics of natural carbonate minerals: Analyzed/processed image data collected with electron microprobe via statistical methods and computations on structured datasets in Matlab to infer thermodynamic properties of carbonates. • Determining global distribution and implications of inorganic marine carbonate: Imported, cleaned, and utilized data from global database in computational model to determine role of inorganic marine carbonate in global carbon cycle. Other roles: Graduate Student Instructor, Seminar Series Organizer, Scientific Journal Reviewer, Science Outreach Volunteer, Curriculum Designer for Middle School Earth Science Lessons
Washington University in St. LouisTeaching Assistant, Introduction to Soil Science (EPSc 413)
Jan. 2013 - May. 2013
Washington University in St. LouisUndergraduate Student Researcher
Jan. 2010 - May. 2013Greater St. Louis Area
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