About Me.
I am a master’s student in Data Science at the University of Virginia. I’m passionate about technology, problem-solving, and continuous learning, and I enjoy applying my skills to real-world challenges. Through the program, I am developing expertise across the full data pipeline—data collection, engineering, cleaning, analysis, visualization, and predictive modeling—using advanced machine learning and statistical methods. Outside the classroom, I work on projects that involve building scalable data systems, applying deep learning techniques, and creating insightful visualizations. I am especially drawn to bridging technical rigor with practical impact, and I constantly iterate to improve my work. I am interested in opportunities in business analysis, consulting, software development, and data science, and I’m excited by the power of data-driven insights to drive meaningful change.
Experience
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Marriott
Data Analyst
May 2024 – August 2024
- Provided data analysis services for Marriott, a global leader in hospitality, driving strategic insights and operational improvements.
- Created interactive dashboards in Tableau to monitor key operational metrics and guest satisfaction trends.
- Developed Python scripts using Pandas and matplotlib to track performance trends, revenue, and customer behaviors.
- Generated actionable insights that enhanced business strategies and improved overall operational efficiency.
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SuccessKPI
Junior Data Analytics Consultant
June 2023 – August 2023
- Supported cloud lifecycle management product by conducting market research of competitive products, synthesizing findings into compelling presentations that informed strategic planning and product positioning.
- Developed and refined Python scripts to cleanse survey data into impactful Tableau visualizations, and spearheaded automation processes using Excel macros to reduce manual project workflows by 40%.
- Elevated customer interaction analysis by executing a comprehensive speech study on the SuccessKPI platform to optimize natural language processing models.
- Established the development of customer-focused AWS Lambda functions for data cleansing, integrating Amazon Redshift to enhance analytic performance within the SuccessKPI suite.
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Hilton
Customer Experience Data Analyst
May 2022 – August 2022
- Optimized reservation management and guest data tracking using internal hotel software, ensuring operational precision and efficiency.
- Synthesized guest feedback to pinpoint usability challenges and process inefficiencies, proposing targeted digital solutions.
- Collaborated with cross-functional teams to streamline workflows and enhance internal communication systems through strategic technology integration.
- Integrated data-driven performance metrics and predictive analytics to identify market trends, optimize resource allocation, and boost revenue.
Education
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University of Virginia
Masters, Data Science Residential Program
- Data Engineering I: Data Pipeline Architecture, Understanding Uncertainty, Computation for Data Science, Machine Learning I: Introduction to Predictive Modeling, Ethics of Big Data, Machine Learning II: Data Mining and Statistical Learning, Machine Learning III: Deep Learning, Data Science Capstone, Data Engineering II: Big Data Systems
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University of Virginia
Bachelor of Arts, Computer Science
- Introduction to Programming, Data Structures and Algorithms 1, Discrete Mathematics, Software Development Methods, Computer Systems and Organization 1, Program & Data Representation, Computing for Social Good, Data Structures and Algorithms 2, Theory of Computation, Computer Systems and Organization 2, Software Dev Essentials, Foundations of Data Analysis, Cybersecurity, Database Systems, Network Security
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University of Virginia
Data Science Minor
- Intro Data Science with R, Intro to Statistical Analysis, Intro to Regression Analysis, Data Analysis with Python, Data Science Systems, Communicating with Data, Foundations of ML, Data Science Project Course
Selected Works.
Dorm Room System
The Dorm Room System is an intelligent monitoring and management platform designed to provide real-time insights into dormitory environments using graph-based data models. Here is the project link.
Work Culture Analysis
This program takes a collection of Glassdoor employee reviews and a user's query about a company's workplace culture, and outputs a chatbot-style summary based on real employee experiences. Here is the project link.
WhatTheGovDoin!
This full-stack app helps users search keywords and find personal political related articles. Here is the project link.
ETL Pipeline
This project demonstrates an ETL (Extract, Transform, Load) process for data pipelines. Here is the project Project Link.
Bus Transit System (BTS)
This program is a simulation of a bus transit system. Here is the project link.
ECDSA
This project implements the Elliptic Curve Digital Signature Algorithm (ECDSA) using the secp256k1 curve. The implementation includes key generation, message signing, and signature verification. Here is the project link.