Data Science & Machine Learning
Welcome, I'm Elif
I'm a Master of Science in Analytics student at Georgia Tech, specializing in Computational Data Analysis. Based in Philadelphia, I like working on projects that combine machine learning, software, and real-world data. Here you'll find work ranging from football prediction to data privacy and cold-chain analytics.
Currently: OMSA @ Georgia Tech · Open to Data Scientist / ML Engineer roles
Selected work
Projects
A few of the projects I've built — the problem I was chasing, how I approached it, and what actually came out of it.
Toolbox
Skills & Tools
What I've actually used to ship the projects on this site — not an aspirational list.
Languages
PythonSQLR
ML & Data Science
scikit-learnXGBoostTensorFlowPyTorchPandasNumPyFeature EngineeringGridSearchCV
Data Visualization
MatplotlibSeabornPlotlyTableauPower BI
NLP & LLM Tooling
Anthropic Claude APIFAISSsentence-transformersPrompt Engineering
Data & Backend
FastAPIPostgreSQLMySQLSQLiteREST APIs
Tools & Practices
Git / GitHubWeb ScrapingStatistical TestingTemporal Train/Test Splits