Turning raw data
into clear decisions.
CS grad + web developer background, pivoting into data analysis. I ask the right questions, clean the mess, and surface insights people can actually act on.
Work experience
- Oct 2023 - Jul 2024
Web Developer
Church Life AppsCleveland, Ohio, United States - Sep 2022 - May 2023
Graduate Assistant -- Web Team
Cleveland State UniversityOn-site - Mar 2022 - Sep 2022
Web Design & Research Specialist
Cleveland State University
I get genuine satisfaction from taking a messy dataset, asking the right questions, and surfacing insights that help real people make better decisions.
Data Analysis & Technical Skills
Turning raw data into clear answers -- through the right questions, honest analysis, and insights stakeholders can act on.
“Start with the question, not the data.”
- Define the QuestionWhat decision does this analysis need to support? Never open a dataset before I can answer this.
- Collect & CleanValidate sources, handle nulls, document assumptions. Garbage in, garbage out -- no shortcuts here.
- Explore & QuerySQL aggregations, Python exploration, pattern spotting. Let the data show what it wants to say.
- Visualize & VerifyCharts that show one clear thing, not ten vague ones. If it needs a legend to decode, it is too complex.
- RecommendA finding without a recommendation is just a number. Every analysis ends with a clear next action.
Data Case Studies
Six independently researched stories — India, US, and global — each built on verified, publicly available data.
The Iran Shock
A war in the Persian Gulf is quietly draining your savings. Brent crude hit $120, the Strait of Hormuz closed, rupee hit ₹94.5 — and Modi just asked every Indian to WFH, skip gold, and stop booking foreign holidays. Here's why, with data.
When Wars Raise Prices
Three ongoing wars are silently inflating your grocery bill. Oil, food, fertilizer, supply chains, and the rupee — I mapped every transmission channel, what history teaches us, and what you can actually do about it.
A Nation Running 40 Minutes Late
Why does India run late — always? Railway OTP data, Hofstede's cultural dimensions, game theory, and ₹73,000 crore of lost productivity. 6 sections, 17 cited sources, interactive calculators.
Breathing Numbers
India holds 9 of the world's 10 most polluted cities. I mapped PM2.5 levels, 1.67M premature deaths, and life expectancy loss across states — asking why India's air standard is 8× looser than WHO's.
The Price You'll Never Know
The US spends more on healthcare than any nation — yet patients can't find out what a procedure costs. RAND data shows hospitals charge private insurers 224% of Medicare. 100M Americans carry medical debt.
How Much Has Your Country Warmed?
2023 broke every temperature record. But warming is not evenly distributed — the Arctic has warmed 3.8°C, India 1.1°C. Who emits most vs who suffers most is the core equity gap in global climate policy.