Analytical Methodology

HOW I ANALYZE

My approach to turning information into insight.

7-Stage Analytical Pipeline

End-to-End Data Workflow

Click through each stage to explore tools, methodologies, and analytical actions.

STAGE 01GATHER
Step 1 of 7

Collect information from multiple sources and understand its structure before beginning analysis.

Primary Tools & Methodologies
PythonSQLExcelAPIs
Technical Capabilities

Grouped Technology Matrix

No arbitrary percentages or progress bars — structured strictly by technical domain.

ANALYZE
PythonPandasNumPySQL
VISUALIZE
Power BID3.jsMatplotlibSeabornExcelTableau
BUILD
React.jsJavaScriptHTML5CSS3Node.js
STORE
PostgreSQLMySQLMongoDB
TOOLS
GitVS Code
Interactive Architecture

Technology Relationship & Case Study Mapping

Click any technology node to explore its role and corresponding case study implementation.

Selected Node: PythonDomain: CORE

Data gathering, ETL scripting, statistical cleaning, and Pandas manipulation.

Associated Case Studies & Professional Work
Customer Shopping Behavior AnalysisView Case Study
PropVista — Real Estate Data PlatformView Case Study