MONALI SHETH
Castro Valley,CA
Summary
Results-driven Data Science Manager with 8+ years of experience delivering business value through advanced analytics, machine learning, and data-driven decision-making across healthcare and SaaS industries. Proven leader in cross-functional team management, stakeholder engagement, and end-to-end solution architecture. Skilled in Python, SQL, Tableau, and cloud technologies with a strong foundation in statistical methodologies and AI/ML techniques.
Overview
10
10
years of professional experience
Work History
Data Science Manager
Ooma
10.2022 - 11.2024
- Built AI bot using Python and LangChain to summarize Microsoft Teams meetings, enhancing follow-up efficiency.
- Developed customer segmentation models with HubSpot data, increasing marketing precision by 5%.
- Designed a Tableau dashboard integrating GitHub and Jira APIs, cutting project delays by 10%.
- Automated reporting pipelines using Python and SQL, reducing reporting time by 30% and improving forecast accuracy.
- Created usage-based dynamic pricing model via EDA in Python and SQL, driving 7% boost in profitability.
- Led cross-functional data integration strategy during merger; ensured seamless system migration and operational continuity.
- Ran A/B tests for key product features; improved adoption rates by 8% through iterative experimentation.
- Onboarded new hires, training them on core data science workflows and tools to accelerate productivity.
Data Consultant
The Permanente Medical Group
04.2020 - 10.2022
- Built SQL pipelines and Tableau dashboards to track surgical oncology metrics, improving care delivery by 8%.
- Developed melanoma screening tracker in Tableau, increasing patient outreach by over 2,000 per month.
- Created dashboard to monitor interpreter services accessibility; improved service reach by 20%.
- Designed "Membership Mart," a unified source of truth for member data, saving 8 hours/week in manual work.
Quality Compliance Specialist
Nevro
08.2019 - 03.2020
- Built post-market product quality data mart and Tableau dashboards, identifying 3 key areas for product improvement.
- Merged sales and quality data to develop dashboards that enabled cross-functional decision-making across sales regions and customer experience.
Senior Analyst, Healthcare
Alameda Alliance for Health
02.2019 - 04.2019
- Developed complex SQL queries to analyze claims and EHR data, improving cost/utilization visibility and increasing profitability by 2%.
- Identified high-risk postpartum procedures, informing new educational content to improve maternal care and lower costs.
Decision Support Analyst
University Healthcare Alliance - Stanford Health
06.2016 - 11.2018
- Launched RAF analytics program, increasing CMS reimbursement by 25%.
- Built and maintained Cost of Care dashboards for HMO products, cutting claims expense by 10%.
Product Assurance Analyst
Medtronic (Covidien)
11.2014 - 06.2016
- Led ERP transition to SAP by scoping and designing complaint-handling workflows.
- Performed statistical analyses on post-market data to inform regulatory submissions and product design decisions.
Education
Data Science and Machine Learning Certificate - Machine Learning, Deep Learning, Predictive Analytics, Recommendation Systems
MIT Institute For Data, Systems, And Society (IDSS)
Remote04.2022
Data Analytics and Visualization Certificate - Python, Matplotlib, R Analytics, SQL, Tableau, Visual Basic, JavaScript, SAS
UC Berkeley Extension
Berkeley, CA07.2018
B.A. - Molecular & Cellular Biology (Emphasis: Cell Developmental Biology)
University of California, Berkeley
Berkeley, CA05.2013
Skills
- Python (Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, and TensorFlow)
- SQL
- Git
- Cloud Platforms (AWS, Azure, GCP)
- Tableau/Power BI/Looker
- Cross-functional collaboration
- Client engagement
- Stakeholder management
- Technical presentations
- Pre-sales/post-sales support
- Statistical methodologies (casual inference, experimental design, hypothesis testing, A/B testing, etc)
Education Certification
- MIT Institute for Data, Systems, and Society (IDSS), Data Science and Machine Learning Certificate, Machine Learning, Deep Learning, Predictive Analytics, Recommendation Systems, 01/01/22, 04/01/22
- UC Berkeley Extension, Data Analytics and Visualization Certificate, Python, Matplotlib, R Analytics, SQL, Tableau, Visual Basic, JavaScript, SAS, 01/01/18, 07/01/18, Berkeley, CA
- University of California, Berkeley, B.A., Molecular & Cellular Biology (Emphasis: Cell Developmental Biology), 08/01/09, 05/01/13, Berkeley, CA
Timeline
Data Science Manager
Ooma
10.2022 - 11.2024
Data Consultant
The Permanente Medical Group
04.2020 - 10.2022
Quality Compliance Specialist
Nevro
08.2019 - 03.2020
Senior Analyst, Healthcare
Alameda Alliance for Health
02.2019 - 04.2019
Decision Support Analyst
University Healthcare Alliance - Stanford Health
06.2016 - 11.2018
Product Assurance Analyst
Medtronic (Covidien)
11.2014 - 06.2016
Data Analytics and Visualization Certificate - Python, Matplotlib, R Analytics, SQL, Tableau, Visual Basic, JavaScript, SAS
UC Berkeley Extension
B.A. - Molecular & Cellular Biology (Emphasis: Cell Developmental Biology)
University of California, Berkeley
Data Science and Machine Learning Certificate - Machine Learning, Deep Learning, Predictive Analytics, Recommendation Systems
MIT Institute For Data, Systems, And Society (IDSS)
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