ai-powered-waste-collection
An AI solution for managing waste collection and protecting public health. I was the team leader, from the first brainstorm to the final presentation.
$ whoami
$ cat role.txt
Data Engineer & AI Automation. Software student at Menoufia University, data analytics trainee at DEPI, CMO & IT Specialist at CMT.
$ ls ./pages
about/ skills/ experience/ projects/ achievements/ community/ contact/
$
cat highlights.json
1st
DECI-IBM AI Bootcamp, as team leader, among 22 teams
3rd
E-Gnite Entrepreneurship Competition, 10,000 EGP, among 40+ teams
3.56
GPA out of 4.00 at Assiut University
112
Codeforces problems solved
96%
Grade in Orange Digital Center AI Automation
4.7K
Followers on LinkedIn
cat about.md
I'm a software student at Menoufia University who works across data, automation and the web. I started with front-end development in 2021, moved into data science through the Digital Egypt Cubs Initiative, and now build automation workflows with n8n while training as a data analyst at DEPI.
Alongside code, I run marketing and IT at CMT, the company that won 3rd place at the E-Gnite Entrepreneurship Competition. I also organize events, mentor in data communities, and I played volleyball competitively, winning a national bronze medal.
I'm a Kaggle Expert, I solve problems on Codeforces, and I co-founded Why Not Initiative to help young people reach education and entrepreneurship opportunities.
learning:
- Data Analytics, DEPI
completed:
- AI Automation, Orange Digital Center, 96%
building:
- n8n workflows and AI agents
- Why Not Initiative
working_at: CMT-Egypt
open_to: [internships, collaborations]
python pipeline.py
From the raw source to something people can use.
from ruqaya import collect, transform, model, deliverdef run(source): # 1. Get the data # scraping (BeautifulSoup, Requests), REST APIs, # webhooks, OCR for documents, CSV and SQL sources raw = collect(source) # 2. Clean and shape it # Pandas, NumPy, SQL Server, MySQL, data cleaning and EDA clean = transform(raw) # 3. Learn from it # scikit-learn, linear and logistic regression, classification insight = model(clean) # 4. Put it to work # Matplotlib, Seaborn, n8n workflows and RPA, # AI agents with LLMs return deliver(insight)
git log --oneline --graph
Jun 2026 to now current
Why Not Initiative
A youth initiative that helps students find and apply to education and entrepreneurship opportunities.
Jul to Aug 2026
Instant Software Solutions, with Orange Digital Center Egypt
Designed and built end-to-end automation workflows in n8n that connect APIs, webhooks and third-party services, including AI agents that use LLMs and OCR. Completed the Orange Digital Center AI Automation program with a 96% grade.

Jul 2025 to now current
Digital Egypt Pioneers Initiative (DEPI)
Training in the Data Analytics track of a national initiative by Egypt's Ministry of Communications and Information Technology that builds digital talent.
Jul to Dec 2025
Smart Clinic, healthcare SaaS
Supported users of a healthcare software platform with navigation, access and feature setup. Identified bugs, escalated technical incidents to the development team, and explained workflows and data management to clients.
Aug 2024 to now current
CMT-Egypt
Lead the company's marketing: branding, content management, analytics tracking and partnerships. On the IT side I troubleshoot systems, manage user access, and maintain hardware, LAN and Wi-Fi with basic cybersecurity practices.
Jul 2023 to Feb 2024
Physics Academy
Helped students with core physics concepts through problem solving and clear explanations, prepared lessons and tracked each student's progress.

Dec 2021 to Feb 2023
Freelance
Built responsive interfaces with HTML5, CSS3 and JavaScript from client briefs, with cross-browser support and small interactive features.
ls -la ./projects
Machine learning, data analysis, scraping and front-end work. Source code is on GitHub and Kaggle.
ai-powered-waste-collection
An AI solution for managing waste collection and protecting public health. I was the team leader, from the first brainstorm to the final presentation.
car-price-prediction
Predicts car prices from features such as make, model, year and mileage, from data cleaning to model training.
GitHub
titanic-survival
A Kaggle classification challenge, from exploratory analysis to model optimization.
Kaggle
food-choices-behavior
Explores how income, gender and health consciousness shape eating habits and spending.
Kaggleecommerce-customers
Analysis of e-commerce customer data with a linear regression model for prediction.
GitHubblack-friday-eda
Exploratory data analysis of a Black Friday sales dataset.
wuzzuf-job-scraper
Collects tech job listings from Wuzzuf into CSV files to map the skills employers ask for.
obesity-risk-prediction
A multiclass classification project that predicts obesity risk categories.
Kagglefront-end-builds
Interface work in plain HTML, CSS and JavaScript: a clone of the Khamsat marketplace, a Twitter (X) layout with dark and light mode, and a Guess My Number game that uses DOM manipulation.
No projects match this filter.
cat achievements.md
Competition wins, certificates and the work outside code.
1st place
I led my team to first place among 22 teams in a national competition by the Ministry of Communications and Information Technology and IBM. I managed the work from ideation to the final pitch.
3rd place
As CMO of CMT I helped guide the startup project through business modeling and pitching. We placed third among 40+ teams and won 10,000 EGP.







Open the proof of achievements (PDF)
Outside tech I competed in volleyball and theater. Both taught me to work with a team and to perform under pressure.






cat community.yml
I organize, mentor and show up. Here is where that happened.
PR Organizer, Obour, 2024 and 2025
Core member of the PR team for the world's largest space hackathon. I handled outreach, publicity and communication with participants, mentors and partners.




Organizing Committee, PR team
Volunteered at a forum that brought doctors, healthcare professionals and international institutions together to talk about health, climate and innovation.


Organizing Committee, 3rd edition, NU E-Club
Responsible for operations and coordination at Nile University so participants had a smooth experience.



Attendee, Nile University
Attended Youth Entrepreneurs Day, hosted by the NU Entrepreneurship Club at Nile University.




Attendee, with the CMT team
Attended Techne Summit with the CMT team.


DECI workshops, campus and startup visits
Design thinking sessions, idea prioritization with an impact and feasibility matrix, and presentations at the Digital Egypt Cubs Initiative and on campus.







./contact.sh --list
Open to internships and collaborations in data engineering and AI automation. Write to me and I will reply.