Machine LearningCompleted
Airbnb Rating Prediction
Built a classification pipeline to predict whether an Airbnb listing would receive a perfect rating using structured and text-based features.
PythonPandasScikit-learnXGBoostTF-IDF
Projects
Selected work across machine learning, analytics, databases, and decision systems.
Each project is documented as a reusable case study so the portfolio can grow without turning the codebase into a maintenance mess.
Applied AnalyticsCompleted
Residential Home Sales Wizard
AI-driven real estate analytics system designed to predict home sale price and sale timing using Montgomery County property data.
PythonPandasScikit-learnStreamlitData Modeling
Risk AnalyticsCompleted
Insurance Fraud and Cybersecurity Detection System
Conceptual detection system for identifying suspicious insurance activity and cybersecurity-related fraud patterns.
PythonSQLAnomaly DetectionCybersecurityData Analysis
Software EngineeringCompleted
Chess Bot Tournament Framework
Built a framework for running and evaluating chess bots in repeatable tournament settings.
JavaPythonAutomationTesting
Financial ModelingCompleted
Finance Trading Strategy Analytics
Analyzed trading strategies using portfolio metrics, simulation, and risk-adjusted performance evaluation.
PythonRMonte CarloPortfolio OptimizationSharpe Ratio
Data SystemsCompleted
SQL Gaming Tournament Database
Designed a relational database for managing tournament participants, teams, matches, and outcomes.
SQLDatabase DesignERDNormalization