Programming & Scripting
- Python (advanced - data analysis, automation, APIs, AI integration)
- SQL
- R (foundational)
Statistical Analysis
- Logistic regression (including survey-weighted)
- Multivariate regression
- Factor analysis
- Structural equation modeling (SEM)
- Principal component analysis (PCA)
- Behavioral prediction modeling
- Descriptive and inferential statistics
Statistical Software
- SPSS
- Stata
- Python - pandas, scipy, statsmodels, scikit-learn
Data Visualization & Business Intelligence
- Power BI (including automated, real-time dashboards)
- Tableau
- Plotly
- Matplotlib
AI & Machine Learning
- Large language models (LLMs)
- Prompt engineering
- OpenRouter API
- AI-assisted content classification
- Explainable AI (XAI)
- Automated classification and validation systems
Research Methods
- IRB protocol design
- Survey design and instrument development
- Monitoring, Evaluation, and Learning (MEL) frameworks
- Campaign evaluation
- Qualitative research and message testing
- Content analysis
- Systematic literature review
- Social and behavioral research
Scientific Communication
- Peer-reviewed manuscript writing
- Policy report and technical writing
- Data visualization for non-technical audiences
- Stakeholder presentations
Certifications & Training
- Comprehensive Generative AI - Outskill (2025)
- Python Refresher with AI - Simplilearn (2026)
- Applied Data Science with Python - Simplilearn (2026)
- Machine Learning - Simplilearn (Ongoing)
- Social and Behavioral Research - CITI Program (2022)
- Tobacco Industry Monitoring and Research Accountability - University of Bath (2020)