AI & Machine Learning
XGBoost, Random Forest, Google GenAI (LLM Integration), Prompt Engineering, Algorithmic Bias Detection, Predictive Modeling.
Natural Language Processing
NLP, TF-IDF, Cosine Similarity, Sentiment Analysis, Recommendation Engines.
Cloud & Deployment
Streamlit Cloud, API Integration (REST/JSON), Secret Key Management, Live Dashboard Deployment.
Programming Languages
Python (Pandas, NumPy, Scikit-Learn, Matplotlib), SQL (MySQL).
Explainable AI (XAI)
SHAP (SHapley Additive exPlanations), Bias Detection, Transparency.
Visualization & Reporting
Power BI, Tableau, Dashboards.
Data Engineering
Python Pipeline, Data Merging, Dataset Standardization, Feature Engineering.
Data Analysis
Quantitative Analysis, Qualitative Analysis, Web Analytics, User Engagement Metrics, Financial Forecasting, Cost-Benefit Analysis.
Project Management
Community Leadership, Project Management.
Strategic Planning
Resource Allocation, Grant Strategy, Business Intelligence, Policy Development.
Social Science Research
Structural Inequality, Behavioral Social Patterns, Computational Social Science, Public Health Data Analysis.