Machine Learning · Big Data
Healthcare Fraud Detection System
End-to-end AI platform that flags fraudulent insurance claims in real time.
PythonXGBoostSHAPFastAPIPandas
Data Science • AI • Machine Learning
Hi, I'm Omnya AymanData Scientist & AI Specialist
I build data-driven solutions and machine learning systems — turning raw data into decisions through analysis, programming and statistical thinking.
Statistics
Machine Learning
Power BI
Python
About
About me
I'm a Computer Science student specializing in Data Science, focused on turning raw data into actionable insights. I work with Python, SQL and machine learning to build, train and evaluate predictive models, using Pandas, NumPy and scikit-learn to clean data and solve real-world problems.
I keep strengthening my foundation in probability, hypothesis testing, data modelling and algorithmic thinking through hands-on projects. I'm looking for opportunities in Data Science, Machine Learning and Software Development where I can contribute to impactful, intelligent systems.
500+
Professional connections
5
Featured projects
Hands-on
Machine learning experience
Focused
Data & AI specialization
Skills
Technical skills
Programming
PythonSQLJava
Data Science
PandasNumPyScikit-learnStatisticsData Analysis
Machine Learning
Supervised LearningModel TrainingModel EvaluationFeature Engineering
Big Data
Apache HadoopMapReduceETLData Processing
Visualization
Power BIMatplotlibData Storytelling
Tools
GitGitHubJupyterSQL Server
Projects
Featured projects
Selected work where data, machine learning and software engineering come together. Each project has a full case study page.
Computer Vision · Edge AI
DriveGuard AI — Driver Monitoring System
Offline edge-AI that detects drowsiness, distraction and phone use in real time.
PythonOpenCVMediaPipeYOLOv8CustomTkinter
Data Mining · NLP
Food Delivery Pattern Analysis
Data mining on ordering behaviour plus a BERT-based recommendation engine.
PythonAprioriFP-GrowthNetworkXBERT
Blockchain · Web3
Permanent Report Card — Blockchain
Tamper-proof academic records stored on Ethereum smart contracts.
SolidityEthereumWeb3.pyPythonSmart Contracts
Business Intelligence
Online Courses Analysis Dashboard
Power BI business intelligence report on the online-course market.
Power BIPower QueryDAXData ModelingData Visualization
Experience
Where I've worked
Data Engineer
InternshipDigital Egypt Pioneers Initiative — DEPI
Dec 2025 — Present
Building data pipelines and ETL workflows, working with SQL, Python and cloud data tooling.
Machine Learning Engineer
InternshipNational Telecommunication Institute (NTI)
Aug 2025 — Sep 2025
Intensive one-month ML program focused on a strong practical and theoretical foundation in data-driven problem solving. Score: 94%.
Volunteering
Giving back to the community
Human Resources Administrator
EducationHNU — FCSIT ICPC Community
Dec 2025 — Present
Supporting communication across the training process: monitoring trainee progress, coordinating with mentors, managing group communication and resolving non-technical issues to keep participants aligned and engaged.
Certificates
Certifications & achievements
10 certificates across machine learning, data science, deep learning and programming.
Generative AI
CIB Egypt
July 2026
Certificate of Appreciation – Projects Exhibition
Helwan National University
July 2026
Data Scientist in Python
DataCamp
April 2026
Introduction to SQL
DataCamp
February 2026
Introduction to Python
DataCamp
February 2026
Cisco
Introduction to Cybersecurity
Cisco
February 2026
Getting Started with Deep Learning
NVIDIA
August 2025
Machine Learning Summer Training (94%)
NTI × ITIDA
September 2025
ICDL
Cairo University
September 2025
Programming Diploma (Java & Python)
American Board of Professional Studies
December 2023
Education
Education & training
Bachelor of Computer Science
Helwan National University
Specialization: Data Science
CIB Summer Program — 2026
CIB Egypt
Generative AI track
Machine Learning Trainee — 2025
National Telecommunication Institute (NTI)
Applied machine learning training
Contact
Let's connect
I'm always open to opportunities, collaborations, internships and conversations around Data Science, AI and technology.