Hasnain Khan
- Role
- Data Science Intern at Cognifyz Technologies
- Location
- Bhopal, IN
- LinkedIn followers
- 500 followers
About Hasnain Khan
I\'m a Data Science student at LNCT Group of Colleges, Bhopal, with hands-on experience in…
Experience
Data Science Intern
Mar 2026 — Present
Completed a hands-on data science internship analyzing a real-world restaurant dataset.In Level 2, analyzed table booking & online delivery trends, compared average ratings across service types, studied price range distributions, and performed feature engineering — extracting name/address length features and encoding categorical variables using Python & Pandas.In Level 3, built and compared three regression models (Linear Regression, Decision Tree, Random Forest) to predict aggregate restaurant ratings, evaluated using MAE, RMSE & R². Conducted customer preference analysis to identify top cuisines by votes and average ratings. Created comprehensive visualizations using Matplotlib & Seaborn to reveal patterns across cities, cuisines, and pricing tiers.Skills: Python | Pandas | Scikit-learn | Matplotlib | Seaborn | EDA | Feature Engineering | Predictive Modeling
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