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
AI
AI Agents Monopoly

A multi-agent system where agents play Monopoly against each other. Each agent's goal is to win over the others through strategic trading and property management.

PythonXStateWebSocketsReact

Technical Arsenal

Specialized expertise in AI/ML architectures and scalable backend systems.

Python
Python
SQL
SQL
R
R
Machine Learning
Machine Learning
Deep Learning
Deep Learning
LLMs
LLMs
Generative AI
Generative AI
Hugging Face
Hugging Face
LangChain
LangChain
Statistics
Statistics
Pandas
Pandas
NumPy
NumPy
Seaborn
Seaborn
EDA
EDA
Feature Eng.
Feature Eng.
A/B Testing
A/B Testing
Math & Calc
Math & Calc
Tableau
Tableau
Power BI
Power BI
Data Eng.
Data Eng.
MLOps
MLOps
Agent Dev
Agent Dev
Git
Git
AWS
AWS
GCP
GCP

Professional Journey

Data Scientist — Research, Analytics & Design

Jun 2023 - Present
Workday•Pleasanton
  • Designed and built a no-code AI-powered analytics agent enabling non-technical stakeholders to query enterprise data using natural language.
  • Developed a measurement strategy to quantify friction in finding tasks in Workday Platform
  • 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 2024
Workday•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 2025
Google•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 2021
Comcast•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 2021
Meta•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 2021
Google•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 2019
National 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