Portfolio

Current work & case studies

A growing set of applied projects across data, AI, and legal research — built alongside my AI & Data Analysis diploma at the Egyptian Military Academy.

Power BI

Litigation Analytics Dashboard

An interactive Power BI dashboard tracking case outcomes, court timelines, and client metrics across criminal, civil, and administrative matters at Al-Adala Foundation.

Problem · Manual case tracking left partners without visibility into firm performance.
Impact · Real-time KPI visibility across case types — turning legal operations into a measurable system.
Power BIDAXExcelData Modeling
Machine Learning

Predictive Legal Outcome Modeling

Applied research project exploring how case features predict judicial outcomes using Python and Scikit-learn, grounded in years of courtroom experience.

Problem · Defense strategy choices are made on intuition; data can sharpen them.
Impact · Prototype model surfacing the strongest predictive features in case histories.
PythonPandasScikit-learnJupyter
Data Analysis

Statistical Research with IBM SPSS

Statistical analyses conducted as part of the AI & Data Analysis diploma — hypothesis testing, regression, and descriptive analytics on public datasets.

Problem · Translating raw legal and public-sector data into defensible conclusions.
Impact · Reproducible analyses suitable for academic and policy contexts.
IBM SPSSStatisticsRegression
Web Programming

Legal Knowledge Web Application

A web app prototype indexing public-law references with search and tagging — built during the Kafr El-Sheikh University Web Programming diploma.

Problem · Practitioners waste hours searching scattered legal references.
Impact · Faster lookup of relevant precedent for everyday casework.
HTMLCSSJavaScriptREST APIs
Data Mining

Data Mining for Public-Sector Insights

Exploratory mining of open public-sector datasets to surface trends relevant to sustainable development and local governance.

Problem · Public data is abundant but rarely structured for policymakers.
Impact · Insight briefs presented at youth & sustainability forums.
PythonPandasVisualization
Research

Strategic Decision Framework

Research synthesis from the Decision Makers and National Security courses — a structured framework applied to legal strategy and crisis response.

Problem · Legal practice rarely formalizes strategic decision-making under uncertainty.
Impact · Internal playbook used at Al-Adala Foundation.
StrategyRisk ModelingDocumentation