Aryan Solanke
Data Analysis, Machine Learning, Scraping, Automation.
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Interactive E-commerce KPI & Analytics Dashboard
Overview: Designed and deployed a dynamic, production-ready analytics dashboard using Python & Streamlit to track critical business performance indicators.
Key Deliverables:
Integrated multi-dimensional date and regional filtering controls.
Real-time KPI summaries for total transaction volume, active user retention, and average order value.
High-clarity visual panels pairing monthly revenue trends with category-level sales distributions.
Tech Stack: Python, Streamlit, Pandas, Plotly/Altair.
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Automated Web Scraping & Data Extraction Pipeline
Overview: Built an automated, scalable data extraction workflow to harvest, parse, and structure nested e-commerce catalog data from dynamic web pages.
Key Deliverables:
HTML DOM inspection and robust tag traversal for complex, paginated product structures.
Resilient headless scraping pipeline using custom parsing logic to prevent data loss.
Direct ingestion into clean tabular schemas exported as analysis-ready CSV files with detailed execution logs.
Tech Stack: Python, BeautifulSoup, Selenium, Pandas, Requests.
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