Samra Safdar

I build ML models that predict content performance

So teams stop guessing and start winning

See My Work →

Case Studies

Built a Random Forest model that predicts 7‑day views with 29% improvement over baseline (RMSE 850 vs 1200).

Pythonscikit-learnDuckDBHugging Face

Data

Designed 5 features available at decision time; verified data quality; avoided leakage.

Research

Full research paper on content visibility – Read the paper →

I'm an ML engineer who loves turning messy data into useful tools. I completed the FlyRank ML internship, building an end‑to‑end prediction pipeline.

PythonPandasNumPyscikit-learnDuckDBSQLGit

Email Me →