| { | |
| "heading": "Data Analytics", | |
| "intro": "I specialize in transforming raw data into actionable business insights that drive strategic decision-making. With a strong background in both data analytics and commerce, I bridge the gap between business needs and technical solutions. My approach combines statistical analysis with compelling data visualization to tell stories that solve real-world problems. I've developed expertise in designing dashboards that make complex data accessible and creating end-to-end analysis workflows that uncover hidden patterns and trends.", | |
| "skills": [ | |
| { | |
| "category": "Data Visualization", | |
| "items": ["Power BI", "Tableau", "Matplotlib/Seaborn", "Plotly/Dash"] | |
| }, | |
| { | |
| "category": "Data Manipulation", | |
| "items": ["SQL", "Pandas", "NumPy", "ETL Pipelines"] | |
| }, | |
| { | |
| "category": "Analysis Techniques", | |
| "items": ["Statistical Analysis", "A/B Testing", "Time Series Analysis", "Customer Segmentation"] | |
| }, | |
| { | |
| "category": "Business Intelligence", | |
| "items": ["KPI Development", "Executive Reporting", "Data Storytelling", "Process Optimization"] | |
| } | |
| ], | |
| "projects": [ | |
| { | |
| "title": "Northwind Sales Insight Dashboard", | |
| "url": "https://github.com/Manyue-datascientist/northwind-retail-analysis", | |
| "description": "A business-driven case study where I performed in-depth EDA on the classic Northwind dataset. I uncovered key trends in sales, customer behavior, and product performance, and built a professional dashboard for storytelling using Power BI and SQL.", | |
| "tech_stack": "SQL, Power BI, Pandas" | |
| }, | |
| { | |
| "title": "Loan Default Risk Analysis", | |
| "url": "#", | |
| "description": "A feature-driven analytics project where I identified critical drivers of loan defaults. I applied statistical analysis and visual storytelling to assist in better loan disbursement strategies.", | |
| "tech_stack": "Python, Matplotlib, Pandas" | |
| } | |
| ] | |
| } |