My Projects
Welcome to my project portfolio! Below are some of the key projects I have worked on during my academic and professional journey.
1. Optimized Machine Learning Models for Landslide Susceptibility Mapping
- Description: I developed an ensemble machine learning approach using Python and geospatial data analysis to assess landslide susceptibility by analyzing the correlation between historical landslides and geo-environmental factors.
- Technologies Used: Python, Geospatial Analysis, SVM, LR, LDA, RF, XGBoost
- Project Link: Read Full Publication
2. Edu-Navigator Chatbot: AI-Powered Chatbot for HBCU Students
- Description: I fine-tuned the GPT-3.5 turbo engine to develop the Edu-Navigator Chatbot, which assists HBCU students in navigating through their education journey by providing personalized advice, resources, and answers to academic-related questions.
- Technologies Used: Python, GPT-3, Natural Language Processing, AI
- Project Link: Read Full Project Documentation
3. Customer Churn Prediction Model
- Description: This project involves developing a predictive model to identify customers likely to churn based on demographic and usage data. The model helps businesses make informed decisions about customer retention strategies.
- Technologies Used: Python, Machine Learning, Scikit-learn, Data Analysis
- Project Link: GitHub Repository
4. Predictive Analytics for Sales Forecasting
- Description: I developed a predictive model that forecasts sales performance based on historical sales data, helping the company optimize inventory and marketing efforts.
- Technologies Used: Python, Time Series Forecasting, Pandas, ARIMA, Prophet
- Project Link: GitHub Repository
If you would like to learn more about these projects or any others, feel free to contact me!