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Sneha Dutt

Computer Science Graduate | Data Analyst & Aspiring Data Scientist

Blending technical precision with business insight to turn complex datasets into actionable outcomes. Skilled in Python, SQL, and BI tools, with a focus on healthcare and financial analytics.

Jersey City, NJ

Graduated May 2025

About Me

Curious by nature and analytical by training, I thrive at the intersection of code, context, and communication. I enjoy exploring patterns in complex datasets and translating them into insights that drive impact—whether that means uncovering hospital charge disparities or building tools for financial forecasting.

I'm a Computer Science graduate with a minor in Accounting, passionate about using data to solve real-world problems in healthcare, finance, and public policy. I work across the full data stack—from preprocessing and feature engineering to model building and deployment—using tools like Python, SQL, Power BI, and Streamlit.

I value fairness, clarity, and continuous learning. Whether I'm developing a regression model, interpreting SHAP values, or refining a dashboard's design, I bring a mix of precision and creativity to every project. Outside of data, you'll find me diving into tech podcasts, exploring new AI tools, or helping friends debug Excel formulas they didn't ask me to look at 😊.

Skills & Technologies

Here are the technologies and tools I work with to bring ideas to life.

Programming & Data Tools

  • Python
  • SQL
  • R
  • Excel
  • Plotly
  • Streamlit
  • PyQt/PySGP
  • Tableau
  • Numpy
  • Power BI
  • JavaScript
  • CSS
  • HTML

AI & Machine Learning

  • NLP
  • Hugging Face
  • Time Series Forecasting
  • ARIMA
  • XGBoost / Random Forest
  • SHAP
  • Fairlearn
  • scikit-learn
  • Synthetic Data Generation

Financial Analysis

  • DCF Modeling
  • WACC
  • Financial Statement Analysis
  • Ratio Analysis
  • yFinance

Project Management

  • Agile Methodology
  • Sprint Planning
  • Team Leadership
  • Notion
  • Jira
  • Research Communication

Project Management

  • Team Collaboration
  • Communication
  • Problem Solving
  • Critical Thinking
  • Adaptability
  • Time Management
  • Attention to Detail
  • Presentation Skills

Featured Projects

A collection of projects that showcase my skills and experience in web development.

Healthcare Price Predictor

Healthcare Price Predictor

2025

A machine learning app that forecasts hospital charges based on patient demographics, diagnosis, treatment type, and insurance. Built with Python and Streamlit, the project incorporates SHAP for model transparency and Fairlearn to ensure equitable predictions across race and gender. Designed to support healthcare price transparency and policy insights using synthetic data.

Python Pandas Streamlit scikit-learn Plotly SHAP Cost Prediction & Charge Estimation Predictive Modeling Regression Analysis
Fraud Claim Detection Project

Claims Fraud Detection Dashboard

2025

Built a healthcare fraud detection pipeline using SQL, Python, and Power BI to flag suspicious insurance claims. Identified statistical outliers and repeated billing patterns (e.g., >50% of claims at $147.95 via SDV artifact). Applied window functions and drillthrough dashboards to visualize provider-level risk profiles.

SQL Python Pandas Power BI SDV Data Visualization Healthcare Analytics
Contraceptive Use Study

Contraceptive Use Dashboard (UCI Health Data)

2024

Developed an interactive Power BI dashboard analyzing contraceptive choices among Indonesian women using demographic, occupational, and media exposure data. Integrated DAX KPIs and Python preprocessing to uncover insights on fertility, education, and empowerment.

Python Pandas Power BI DAX Data Visualization Public Health Analytics
Financial Statement Analyzer Project

AI Financial Statement Analyzer

2024

Built an AI-powered Streamlit app that extracts and analyzes SEC 10-K/10-Q filings using NLP techniques and PDF parsers. Transforms unstructured documents into structured insights with interactive dashboards for financial metrics, risk factors, and sentiment analysis.

Python Streamlit Plotly pdfplumber PyPDF2 Regex/NLP Simulation
Euro Exchange Rate Forecasting Project

Euro Exchange Rate Forecasting

2025

Analyzed the EUR/USD trend from 2019 to 2025 using ECB XML data, highlighting the impact of COVID-19, inflation, and policy shifts. Created an interactive Plotly visualization with ARIMA-based forecasting and annotated macroeconomic events for narrative insight.

Python Pandas Plotly ARIMA Financial Modeling Time Series
Adobe Inc. Valuation Analysis Project

Adobe Inc. Valuation Analysis

2025

Performed DCF and Comparable Company valuation for Adobe Inc. using Python and Excel. Automated data retrieval via yFinance and built interactive Plotly dashboards to visualize free cash flows, WACC, risk, and market multiples. Determined a ~63% overvaluation vs intrinsic value.

Python Pandas Plotly NumPy Excel yFinance DCF Modeling Financial Analysis
Fandango Project

Fandango Movie Ratings Analysis

2025

Conducted an R-based exploratory analysis to examine bias in Fandango's movie ratings before and after 2015 media criticism. Compared ratings from IMDb, Metacritic, and Rotten Tomatoes using box plots, correlation heatmaps, and distribution visualizations. Highlighted inflated scoring and platform inconsistencies.

R ggplot2 dplyr Data Visualization Exploratory Data Analysis (EDA)
Covid19 Dashboard

Global COVID-19 Vaccination Dashboard

2024

Designed a Power BI dashboard using data from Our World in Data and Kaggle to track global COVID-19 vaccination trends by country, region, and age group. Used Python for preprocessing and DAX for KPIs like booster uptake and elderly coverage. Highlighted disparities across income levels and their impact on public health outcomes.

Python Pandas Power BI DAX Excel Data Visualization Public Health Analytics
RealtorAI Project

RealtorAI - AI-Powered Real Estate Assistant

2024

Led a 4-member team using Agile methodology to develop an AI-powered real estate platform. Designed user-friendly dashboards that reduced search time by 30% and achieved 4.5/5 satisfaction score from 50+ beta testers.

Project Management UI/UX Design Agile User Research

Certificates & Credentials

Professional certifications that validate my skills and expertise in various technologies.

Bloomberg

Business Finance Fundamentals

Bloomberg - June 2025

Bloomberg

Business Market Concepts

Bloomberg - June 2025

Google

Business Intelligence

Google - June 2025

DataCamp

AI Business Fundamentals

DataCamp - May 2025

DataCamp

AI Fundamentals

DataCamp - May 2025

Data Analyst in Power BI

Data Analyst in Power BI

DataCamp - May 2025

DataCamp

Data Literacy

DataCamp - May 2025

Google

Agile Essentials

Google - June 2025

Google

Google Prompting Essentials

Google - June 2025

Google

Google AI Essentials

Google - June 2025

Bloomberg

Bloomberg Query Language(BQL)

Bloomberg - June 2025

DataCamp

Data Literacy Professional

DataCamp - May 2025

DataCamp

Associate Data Analyst

DataCamp - May 2025

SQL Associate

SQL Associate

DataCamp - May 2025

Associate Data Analyst in SQL

Associate Data Analyst in SQL

DataCamp - May 2025

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