DataBridge AI (Portfolio Build)
A self-initiated build demonstrating end-to-end analytics engineering. DataBridge AI is a Streamlit-based platform covering the full data pipeline: upload CSV, Excel, JSON, Parquet, SQLite, or connect directly to a SQL database, with automatic header detection, whitespace cleanup, and date conversion on import.
The platform includes AI-assisted column mapping with confidence scoring, a 0–100 data quality engine, outlier detection (IQR/Z-score), feature engineering tools (encoding, scaling, binning, text extraction), and a no-code ML Studio for classification, regression, and clustering.
Also includes a dynamic KPI and target tracker with automatic achievement calculation, and an AI assistant for dataset summarization and analysis — built to showcase range across data engineering, ML tooling, and applied AI.
1
59
Built for an Egypt-based NGO running an HIV outreach program (Be Frienders, Giza). DataBridge Pro is a bilingual Arabic/English M&E hub deployed on Streamlit Cloud, giving program staff a single place to track KPIs, identify service gaps, and generate donor-ready reports without manual spreadsheet work.
The platform replaces manual Excel-based tracking with a live, structured system covering beneficiary reach, prevention tool distribution, demographic breakdowns, and follow-up visit tracking — all in a bilingual interface built for local staff use.
Delivered and deployed as an active client platform, not a demo build.
1
62
Designed and developed an executive Tableau dashboard using a fully synthetic investment dataset.
The dashboard compares 2024 FDI performance with 2023 and analyzes investment by sector, region, and investor nationality.
Key features:
• KPI cards for total FDI, active projects, and YoY growth
• Sector and regional performance analysis
• Investor nationality distribution
• Tableau relationships and calculated fields
• Dashboard actions and interactive filtering
• Executive-level data storytelling
The final dashboard showed that 2024 FDI was approximately 14% below 2023 despite a late-year recovery.
All data used in this project is synthetic and created for educational and portfolio purposes.
0
102
Cleaned and translated 905 Arabic-language beneficiary records for an Egypt-based HIV prevention outreach program into a structured, analysis-ready dataset. Built a Power BI dashboard tracking reach by district, age, and gender, prevention commodity distribution (condoms, lubricants, syringes), and a full HIV testing-to-treatment referral cascade. Includes custom DAX measures for positivity rate, referral rate, and follow-up completion tracking.