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 onBusiness Analysis · Data Analysis · Product Strategy

Nice to meet you! My name is Sonali, I’m a senior at UCSD eager to sharpen my skills.

I can't leave a good “Why?” alone. Hand me a strange number, a messy dataset, or a business problem that isn't quite adding up, and I'll happily disappear down the rabbit hole until it makes sense.

I grew up in the Bay doing this to everything. Why does this work this way, and is it already working the most optimally? That itch is why I kept collecting fields: math, computer science, business, data, and they all turned out to be different tools for answering the same question.

I picked up associate degrees in applied math and computer science, then went deep on data science at UCSD. Along the way, everything taught me something. Accounting showed me how money and operations really move, tutoring taught me how to make a hard idea click, and consulting taught me how to turn a mountain of research into one clear recommendation. Product and data work is where all those instincts finally get to play together and more importantly where I get to keep feeding the curiosity that started it.

My recent obsession: AI tools that help people make better decisions, products where AI supports human judgment instead of replacing it, and data that tells a legible story instead of dying in a dashboard. I'm currently open to analytical roles in business and data, especially the ones building with AI.

Off the clock I will talk about football (or soccer) with anyone, anywhere, for longer than is reasonable. My favorite teams are Madrid and ManU. If I'm not watching then I'm playing tennis, painting, or Claude Coding.

Currently I am open to Business Analyst, Data Analyst, and product roles.

Download résumé ↓

My 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 ↗