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💻 My Code Projects

Here, you can explore some of the projects I have developed. Each project includes a brief overview and a link to its GitHub repository.

Formula One Outcomes Prediction

ML project using telemetry, weather, and qualifying data (2022–2024) to predict driver probabilities. Built regression and classification models and simulated weather scenarios for race strategy insights.

Tech Stack: Python · Scikit-learn · XGBoost · Pandas · Feature Engineering · Model Evaluation · Data Visualization

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Business Valuation Estimator

A Python program that uses OOP to estimate business value using CAGR and DCF, with user input and validation.

Tech Stack: Python · OOP · CLI Input · Modular Design

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Applied Data Science Projects Course

Explored customer order data to identify demand trends and improve business strategies. Built recommendation models (Rank-Based, Collaborative Filtering, Matrix Factorization) to enhance user experience.

Tech Stack: Python · Pandas · Scikit-learn · Matrix Factorization

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Predicting Credit Card Churn

A classification model that predicts credit card churn in the banking industry.

Tech Stack: R (data.table, dplyr, ggplot, xgboost, Metrics)

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