MPP Candidate, University of Chicago

Hari Dharshini

Koundinya Swaminathen

MPP, UChicago HarrisGPA 3.661B.Sc. Econ & FinanceBain & Company

Data Analytics, Policy Analysis, and Strategic Decision-Making Under Uncertainty

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Hari Dharshini Koundinya Swaminathen
Policy AnalysisCorporate FinanceData AnalyticsStataPanel DataUChicago HarrisEconometricsFinancial ModelingPublic PolicyStrategic ResearchPolicy AnalysisCorporate FinanceData AnalyticsStataPanel DataUChicago HarrisEconometricsFinancial ModelingPublic PolicyStrategic Research

Technical Proficiency

Analytical Toolkit

R

Statistical Computing & Spatial Analysis

Spatial EconometricsFixed Effects & DiDsf / spdep / fixest
Stata

Regression Analysis & Panel Data

Fixed Effects ModelsPanel Data AnalysisStatistical Tests
Python

Data Analysis & Dashboards

PandasStreamlit DashboardsAPI Data Pipelines
GIS & Spatial

Geospatial Analysis & Mapping

Moran's I & LISASpatial RegressionLeaflet / Choropleths
Git & GitHub

Version Control & Collaboration

Reproducible PipelinesPublic Code ReposProject Documentation
Quarto

Reproducible Research Reporting

Literate AnalysisPublication-Ready Outputrenv Environments
Excel

Data Analysis & Financial Models

Financial ModelingPivot TablesVLOOKUP/INDEX-MATCH
PowerPoint

Executive Presentations

Client DecksData StorytellingStrategy Presentations
Airtable

Workflow Automation

Database DesignAutomated WorkflowsForm Standardization
Certifications
NSE Academy - Online Stock Market for BeginnersScore: 86
Integrated Risk Management Level 1Cleared
Integrated Risk Management Level 2Cleared

Career Trajectory

Experience

Analytical rigor and stakeholder coordination across finance, policy, and consulting.

Social Impact Solutions

Apr 2026 - May 2026

Intern

Remote

256

High-Value Targets

31

AZ Contracts Mapped

39

Vetted Funders

Sized the US public library support market for a national nonprofit's membership launch, filtering 1.26M IRS records into a ranked 256-organization target list.

Mapped 31 state and county fee-for-service workforce contracts across Arizona for a refugee employment nonprofit, verifying eligibility and contract cycles with source agencies.

Identified 39 vetted funders including 18 active prospects for a Texas maternal health nonprofit, delivering a pipeline tracker and ideal funder profile.

Bain & Company

Jan 2024 - Jul 2024

Intern Analyst, Corporate Finance

Gurgaon, India

Corporate Finance

Focus Area

6

Months

Conducted financial analysis of real-life cases for various companies to identify key financial trends and provide strategic recommendations.

Performed in-depth industry analysis for current and prospective clients to evaluate competitive standing and identify growth opportunities.

Developed strategies to enhance total shareholder returns by aligning business practices with investor expectations.

Illinois Department of Labor

Jun 2025 - Aug 2025

Intern, Fair Labor Standards Division

Chicago, Illinois

300-400

Active Cases

500+

Workflows Redesigned

150+

Stakeholders

Operated in a high-volume environment, reconciling financial records of 300-400 active cases by validating documentation and investigating discrepancies.

Worked directly with 150+ external stakeholders to clarify requirements, resolve data gaps, and maintain accurate information flow.

Coordinated inputs across 4 internal teams and 15+ stakeholders to support rollout of a new case-management system.

Swipe to explore

Leadership Architecture

Teaching & Organizational Impact

At Harris School, UChicago

At Shiv Nadar University

Research Archive

Selected Analytical Work

Energy Policy Analysis

Interactive Simulator

19-44 pp

Savings Gap From Tariff Design Alone

What Is Flexibility Worth? Thermal Batteries and Network Tariff Design

#EnergyPolicy#TariffDesign#ThermalStorage#Python

A study of what a thermal battery's ability to choose when it buys power is worth across Spain, South Australia and MISO, built only from published prices and tariffs. Whether the battery saved money came down to how the network tariff measures peak demand, which mattered far more than the price of electricity.

Spatial Analysis

Spatial Panel Study

-0.24 pp

Post-Implementation Effect per pp of Exposure

County-Level Tariff Exposure and Labor Market Outcomes

#SpatialEconometrics#DiD#TradePolicy#R

A shift-share exposure index maps the 2025 U.S. tariff regime onto local labor markets, and a three-phase difference-in-differences follows unemployment through the announcement, implementation and the February 2026 Supreme Court ruling. Unemployment fell in high-exposure regions after the tariffs took effect, and the report is explicit about how far that result can be read as causal.

Master's Thesis

Two-Era Cross-State Study

+0.34

PMJDY Elasticity (Mature Era)

Digital Payments and Financial Inclusion in India: A State-Level Look at the Early and Mature UPI Eras

#PanelData#FinancialInclusion#UPI#PMJDY

Two parallel state-level regressions, five years apart, give the same answer: financial-inclusion programs that decouple account access from income leave a measurable footprint on per-capita digital-payment use beyond the income gradient — market-allocated infrastructure does not.

Interactive Dashboard

Live Dashboard

28

Assets Tracked Live

The Ripple Effect: Tracking the US-Iran Conflict's Market Impact

#FinancialMarkets#Geopolitics#Streamlit#DataViz

A multi-page Streamlit dashboard visualizing how the US-Iran conflict reshaped global markets as a ripple radiating across five concentric rings of impact — from the oil epicenter to global fear gauges. Every chart and paragraph regenerates from live Yahoo Finance data.

Policy Memo

Top 4 Dean's Selection

25%

Revenue Earmark Proposed

A Holistic Regulatory Approach to Online Sports Gambling

#FiscalPolicy#BehavioralEconomics#StateRegulation

Evidence-based regulatory framework for online gambling that balances fiscal benefits with harm mitigation through behavioral safeguards and targeted revenue allocation.

Research Paper

Conference Presentation

17%

Productivity Drop Found

Bleeding Labour: Menstruation and its Effect on Productivity

#HealthEconomics#LaborProductivity#GenderStudies

Cross-sectional study quantifying the effect of menstruation on labor productivity among students and service-sector workers in India, finding a 17% reduction in productivity.

At the Core

I chose to pursue a Master of Public Policyto apply economic and analytical reasoningin environments that are complex, imperfect, and real,where decisions affect people's lives.

My background has been about understanding complexity, bringing structure to ambiguity, and contributing to thoughtful decision-making. Whether in financial analysis, policy research, or public-sector operations, I have consistently sought environments where rigorous analysis serves a meaningful purpose.

From economics and finance at Shiv Nadar to corporate finance at Bain, public-sector operations at the Illinois Department of Labor, and policy training at Harris, I have intentionally explored diverse environments, building judgment through breadth before depth.