Esraa Ayman
Data Analyst | Machine Learning
I help individuals and businesses transform ideas into smart digital solutions through data analysis, AI-powered applications, modern web development, and creative digital experiences.
About Me
// background
I am a Computer Science and Artificial Intelligence student with a strong interest in Data Analysis, Artificial Intelligence, and modern web development.
// what I do
I work on transforming raw data and ideas into meaningful insights, intelligent applications, and engaging digital experiences using modern technologies.
USP
Engineering Mindset + Creative Thinking
I combine technical problem-solving with creativity to build solutions that are not only functional, but also clear, engaging, and user-focused.
Structured approach to solving technical and data problems.
Ability to move between data, AI, web development, and creative tools.
Focus on building practical solutions with real-world impact.
Skills & Tools
Data & AI
Development & Creative
Projects
E-Commerce Sales Dashboard
Interactive business intelligence solution tracking revenue trends, top-selling products, and geographic metrics.
Heart Failure Analysis & EDA
Python-based health data analytics tracking key risk factors, medical correlations, and data cleaning pipelines.
Coffee Shop Sales Dashboard
Interactive business intelligence solution tracking revenue trends, top-selling products, and geographic metrics.
HR Analytics & Attrition Dashboard
Workforce analytics dashboard tracking employee turnover drivers, department metrics, and retention factors.
Titanic Data Analysis
Exploratory data analysis of the Titanic dataset, uncovering survival patterns through data cleaning, visualization, and statistical analysis.
Size Predictor Machine Learning Model
Supervised machine learning model engineered for precise automated size prediction and data-driven forecasting.
Certifications
ITI - PYTHON
INFORMATiON TECHNOLOGY INSTITUTE
DEPI - DATA ANALYSIS
DIGITAL EGYPT PIONEERS INITIATIVE
IBM - ARTIFICIAL INTELLIGENCE FUNDAMENTALS
IBM
BENHA - A SMART EDUCATION HACHATHON
HACKATHON BENHA
RUSSIA - GLOBAL HACKATOM EGYPT
HACKATOM EGYPT
GDG ON CAMPUS OC TEAM
GDG
INNOVEGYPT PROGRAM
INNOVEGYPT
Training & Education
NTI
Data Analysis with Machine Learning track focused on practical analytics and machine learning skills.
DEPI
Digital Egypt Pioneers Initiative focused on developing technical and professional skills.
Experience
Freelance Graphic Designer & Video Editor
Remote 路 FreelanceWorked remotely on creative digital projects including graphic design and video editing, while developing practical experience in delivering client-focused digital content.
My Workflow
Understand
Understand the problem, requirements, and the real goal behind the project.
Explore
Explore data, ideas, and possible solutions before building.
Build
Build practical and reliable solutions using the right tools.
Improve
Test, improve, and communicate the final result clearly.