Data · Analytics · AI
Turning complex data into clear decisions.
I'm Ahmed Alazzawi, a Data & AI Professional focused on data engineering, analytics, and machine learning to turn complex data into actionable insights.
Selected Work
Featured projects
A snapshot of the kind of work this site is built to showcase. Placeholder entries below stand in for real case studies.
U.S. Labor Market Performance & Workforce Opportunities
An interactive analysis of U.S. employment growth, compensation trends, industry contributions, and occupational specialization across 50 states and Washington, D.C., using Bureau of Labor Statistics data from 2015–2025.
- Tableau
- Tableau Public
Data Engineering Case Study (Placeholder)
Placeholder project demonstrating how a data pipeline / infrastructure case study is structured on this site.
- Airflow
- dbt
- Snowflake
- AWS
Loan Default Risk Prediction
A leakage-controlled machine learning analysis that ranks 2,000 small-business loan applications by default risk using application-time information only, compares four model families, and translates the results into a review-triage policy.
- Jupyter Notebook
- Logistic Regression
- Decision Tree
- Neural Network
CFPB Consumer Complaints Analytics — 2025
An Excel-based performance, discrepancy, and decision analysis of 482,074 CFPB consumer complaints received in 2025 across checking or savings accounts, credit cards, debt collection, and mortgages.
- Microsoft Excel
- PivotTables
- What-If Analysis
- Data Tables
How I Work
From raw data to decisions
A consistent workflow underlies every project on this site, regardless of category.
01
Collect
Source and consolidate data from operational systems.
02
Engineer
Build reliable pipelines that clean and structure data.
03
Analyze
Explore patterns and quantify what matters.
04
Model
Apply statistical and ML methods to generate signal.
05
Decide
Translate results into clear, actionable decisions.
About
Grounded in data, driven by outcomes
I approach data work with a practical mindset: understand the problem, build a reliable path from raw data to insight, and keep the result connected to the decision it is meant to support.
Let's talk about data.
Open to opportunities and conversations around data, analytics, and AI. Reach out through the contact page.