Hi there,
Welcome to my GIG, My name is Talha Siraj and I specialize in end-to-end data processing, exploratory data analysis (EDA), statistical testing, and predictive modeling using modern tools like Python (Jupyter Notebook), SQL, and Excel.
What I Can Do For You:
1. Data Cleaning & Preparation
- Handling missing values, duplicates, and outliers
- Data transformation, merging, and restructuring
- Mapping workflow and database query preparation
2. Statistical Analysis & Modeling
- Descriptive Statistics: Mean, median, standard deviation, distribution analysis
- Inferential Statistics: Hypothesis testing ($Z$-test, $t$-test, ANOVA, Chi-Square)
- Predictive Analytics: Linear & Logistic Regression, Decision Trees, Time Series analysis
- Correlation & Factor Analysis
3. Data Visualization & Reporting
- Interactive plots (Matplotlib, Seaborn, Plotly)
- Custom charts, heatmaps, and distribution curves
- Comprehensive summary reports with clear business findings
Tools & Technologies I Use:
- Programming & Environment: Python, Jupyter Notebook, SQL
- Libraries: Pandas, NumPy, SciPy, Statsmodels, Seaborn, Matplotlib
- Dashboards: Power BI, Tableau
Feel free to message me today!