Programming Languages
Python, Java, C, SQL.
Data Science & ML Frameworks
TensorFlow, Scikit-learn, Pandas, Numpy, Matplotlib, Seaborn, SHAP, OpenCV, Streamlit, PyCaret, LightGBM, XGBoost, GridSearchCV, Transformers, PyTorch, Random Forest, Folium, KMeans, GeoPandas.
Databases & Tools
SQL, MySQL, SQLite, MongoDB, Power BI, Tableau, Excel, Figma, Git.
Data Analysis & Visualization
Exploratory Data Analysis (EDA), Data Visualization, Power BI, Tableau, Streamlit, Matplotlib, Seaborn, Folium.
Machine Learning & AI
Predictive Modeling, Classification, Natural Language Processing (NLP), Sentiment Analysis, Model Interpretability, Geospatial Analysis, Public Health Analytics, Data-driven Strategies.