Welcome to my Data Science Portfolio! Here you’ll find a collection of projects that reflect my passion for data-driven discovery, analytics, and real-world problem-solving.
| Project | Topic | Description | Link | 🛠️ Tech Stack |
|---|---|---|---|---|
| 1. Court Logic | Multi-Agent Legal Reasoning | A multi-agent RAG system simulating Supreme Court-style reasoning, orchestrating AI justices in debate grounded in legal precedent and real case law from CourtListener. | View | 🐍 Python, 🔗 LangChain, 🕸️ GraphRAG, 🧠 LLM |
| 2. Delaydar | Flight Delay Prediction | Predicting flight delays 15+ minutes using distributed machine learning on 25M+ flight records, integrating weather signals, network features, and cascading delay effects with transformer-based models. | View | 🐍 Python, 🔗 PySpark, 🧠 Transformers, 📊 XGBoost |
| 3. Multi-Persona RAG System | Multi-Persona RAG System | Developing a Retrieval-Augmented Generation (RAG) system capable of handling multi-persona dialogues for advanced conversational AI. | View | 🐍 Python, 🔗 LangChain, 🧠 RAGAS, ⚖️ LLM as a Judge |
| 4. Marathon Time Series Analysis | Structural Breaks in Time Series Data | Detecting and interpreting structural breaks in marathon performance data using time series analysis methods. | View | 🐍 Python, 📈 Statsmodels, 📊 Matplotlib |
| 5. Video Game Engagement | Regression Analysis | Measuring and modeling player engagement, retention, and satisfaction in video games through behavioral data analysis. | View | ®️ R, 📐 Linear Regression |
| 6. Cart Abandonment Prediction | Churn Prediction | Building predictive models to understand and mitigate online shopping cart abandonment, driving e-commerce optimization. | View | 🐍 Python, 🌳 Random Forest, 🧠 DNN |
| 7. Interest Rate Policy Time Series Analysis | Time Series Analysis | The research analyzed the Fed's interest rate policy via the Taylor Rule and models, finding OLS and VAR generalized best. | View | ®️ R, 📈 OLS, ARIMA, VAR, ECM |
| 8. Tariffs & Trade Networks | Graph Databases | Exploring the impact of Trump-era tariffs on global trade using advanced graph database techniques and network analysis. | View | 🐍 Python, 🕸️ Neo4j, 🔗 Cypher |
| 9. County Health & Voting Patterns | EDA / Data Viz | Analyzing the relationship between county health metrics and voting trends to uncover connections between public health and political behavior. | View | 🐍 Python, 🎨 Plotly, 🖥️ Dash, 📊 Seaborn |
- 📧 Email: [email protected]
- 🐙 GitHub
Thank you for visiting my portfolio! Feel free to explore the projects above, open issues, or connect for collaboration opportunities.