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Based in DMV
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Recent CS Graduate from University of Maryland
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Contact me @: dberhane@terpmail.umd.edu
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Building data pipelines and analytics solutions with cloud technologies
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Passionate about data engineering, ML operations, and business intelligence
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Always exploring new ways to optimize data workflows
Tech Stack: FastAPI, Docker, JWT, Async/Await
- Built async scraping pipelines with Crawl4AI handling 500+ pages, implementing session management.
- Enhanced FastAPI endpoints with JWT authentication, reducing unauthorized access attempts by 95%.
- Automated data extraction to structured JSON/Markdown, cutting manual cleanup time to 15 minutes.
Tech Stack: Python, Pandas, Seaborn, Plotly, Looker
- Processed 2M+ trips to identify usage patterns across DC metro stations
- Analyzed weather-ridership correlations to quantify seasonal demand fluctuations
- Built interactive Looker dashboards visualizing peak hours and route trends
Tech Stack: Python, Pandas, BeautifulSoup, Matplotlib
- Scraped and analyzed job postings to track company hiring patterns
- Standardized data with Pandas for accurate trend analysis
- Visualized month-over-month hiring trends with Matplotlib







