Technical Arsenal
Specialized expertise in AI/ML architectures and scalable backend systems.
Professional Journey
Data Scientist — Research, Analytics & Design
Jun 2023 - PresentWorkday•Pleasanton
- Designed and built a no-code AI-powered analytics agent enabling non-technical stakeholders to query enterprise data using natural language.
- Developed a findability scoring model using log-odds logistic regression, achieving ~0.93 AUC and ~90% accuracy.
- Led development of a no-code user interaction analytics platform, reducing insight turnaround time from ~1 week to ~1 day.
- Automated end-to-end design experimentation and analytics platform, including LLM-generated experiment summaries.
PythonLLMsRAGVector DBSQLdbtAirflowTableau
Data Analyst — Research, Analytics & Design
Oct 2022 - Oct 2024Workday•Pleasanton
- Delivered analytical insights supporting UX research and product teams, focusing on user behavior and adoption.
- Designed and optimized SQL-based data models to improve performance, reliability, and analytical reuse.
- Built Tableau dashboards used by product managers and designers to monitor key UX and engagement metrics.
SQLTableauPythonData Modeling
Business Analyst — Core X Platform
Nov 2021 - Sep 2025Google•Remote
- Conducted internal market share and adoption analysis across Google products to assess Core X usage.
- Built executive dashboards measuring internal product adoption using signals like user counts and code repositories.
- Designed an automated repository analysis pipeline using SQL and Python to infer service usage from codebases.
SQLPythonInternal ToolsData Pipelines
Data Analyst — Enterprise Data Governance
Jan 2021 - Nov 2021Comcast•Remote
- Supported enterprise-wide GDPR compliance and audit readiness initiatives.
- Designed a dataset-level compliance assessment framework to identify PII and sensitive attributes.
- Built automated Python and SQL workflows integrated with data catalogs to generate compliance reports.
PythonSQLData GovernanceGDPR
Data Analyst — FCS Analytics
Jan 2021 - Jul 2021Meta•Remote
- Delivered analytics focused on operational efficiency and employee experience for Facilities, Culinary, and Security.
- Built dashboards analyzing facility occupancy, real estate utilization, and security badge usage.
- Optimized SQL queries and data models, improving dashboard performance by ~25%.
SQLTableauOperational Analytics
Data Analyst — HR Analytics
Jan 2020 - Jan 2021Google•Mountain View
- Built dashboards and recurring reports for monthly business reviews, tracking workforce growth and budgeting.
- Conducted hiring and attrition trend analysis to support workforce strategy discussions.
- Supported HR compliance reporting with consistent definitions across geographies.
HR AnalyticsDashboardsStatistical Analysis
Research Analyst
Jan 2018 - Dec 2019National Science Foundation•Fresno
- Contributed to NSF-funded research on reducing operational and scheduling overruns in infrastructure projects.
- Analyzed schedule and cost overruns using AR/VR to visualize building systems.
- Identified sequencing conflicts contributing to ~$6M in estimated cost savings.
AR/VRData AnalysisResearch
Selected Projects
Ent
Enterprise AI Analytics Agent
A no-code, AI-powered agent enabling non-technical stakeholders to query enterprise data. Features LLMs, RAG pipelines, and automated SQL generation.
PythonLLMsRAGVector DBSQL
UX
UX Findability Scoring Engine
A log-odds logistic regression model quantifying user task ease. Engineered behavioral features from billions of events to achieve 0.93 AUC.
PythonScikit-LearnLogistic RegressionBigQuery
Aut
Automated Codebase Analysis
An automated pipeline analyzing internal code repositories to infer service usage and adoption, replacing self-reported metrics.
PythonSQLStatic AnalysisInternal Tools
GDP
GDPR Compliance Automation
Automated workflows identifying PII and sensitive attributes across enterprise datasets, replacing manual compliance checks.
PythonSQLData CatalogCompliance