Personal Projects
Bayesian Modeling of Marketing Campaign Success
Used Bayesian logistic regression to model subscription probability and assess demographics impact on decisions.
Tech: Python, CmdStanPy, Pandas, scikit-learn, matplotlib
Bayesian Modeling of Customer Churn
Modeled churn probability with Bayesian regression and compared with random forest and logistic regression.
Tech: Python, CmdStanPy, Pandas, scikit-learn, matplotlib
Sentiment Analysis Dashboard for Cryptocurrencies
Analyzed Reddit comments and correlated sentiment with crypto prices using Flask for a live dashboard.
Tech: Flask, Reddit API, Kraken API, NLTK