Data Science Projects
Predictive modeling and analytics work from my data science training.
Patient No-Show Prediction
Predictive model to identify patients likely to miss medical appointments. Includes EDA, class balancing, and feature importance analysis.
Python • Pandas • Scikit-learn
Customer Churn Analysis
Model to predict which telecom customers are likely to churn. Data cleaning, exploratory analysis, logistic regression, and feature interpretation.
Python • Streamlit • Scikit-learn
Stock Price Predictor
Real-time stock price prediction tool using historical market data and machine learning.
Python • Streamlit • Scikit-learn
Staffing KPI Dashboard
Interactive dashboard simulating and visualizing key staffing KPIs — time to fill, offer acceptance rate, and hiring funnel metrics.
Python • Streamlit • Pandas • Matplotlib
AI Therapist Chatbot
Empathetic mental health chatbot named Sage, powered by OpenAI and LangChain. Supports emotional reflection using thoughtful prompt design and LLM memory.
Python • LangChain • Streamlit • OpenAI