About

Curiosity became my way of working.

Professional headshot of Sonali Singh
Based inSan Francisco
CurrentlyBuilding applied AI and data products
StudyingData Science at UCSD · March 2027
Focused onProduct · Data · Strategy

I grew up in the Bay Area asking why things work the way they do and how they could work better.

That curiosity pulled me toward mathematics, computer science, business, and data. During high school, I earned associate degrees in Applied Mathematics and Computer Science, then continued into Data Science at UC San Diego.

Accounting taught me how money and operations move. Tutoring taught me how to make difficult ideas clear. Consulting taught me how to turn research into a recommendation. Product and data work let me bring all of those instincts together.

I am most interested in tools that help people make better decisions: products where AI supports judgment, data tells a legible story, and the interface respects the person using it.

My toolkit

A cross functional toolkit.

Product and research

Product strategyPRDsUser researchMarket researchExperiment designMVP scopingCompetitive analysis

Data science and analytics

PythonSQLRPandasNumPyscikit learnMachine learningStatistical inferenceStatistical modelingData visualization

Applied AI and building

LLM workflowsRAGPrompt evaluationFastAPIJavaScriptHTML / CSSGit and GitHub

Business economics and finance

Business economicsFinancial modelingRevenue analysisMarket sizingCash flowGAAP fundamentalsQuickBooksExcel
FotMob SoccerLive scores, stats, and news
Manchester United
MAN
Liverpool
LIV
Real Madrid
REA
Barcelona
BAR

My favorite teams are Manchester United and Real Madrid.

Open FotMob ↗
Sonali Singhsonalishymagithub.com/sonalishyma

Always editing something.

Products, visual stories, and case studies. Usually with one more detail I want to make clearer.

View GitHub ↗