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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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MohamedElsadany56/README.md

Hi , I am Mohamed Goma, but you can call me Elsadany

Senior computer Science Student (BigData) @NU |2x ECPC Finalist | Aspiring Data Scientist

I build ML systems end‑to‑end: from messy data ➜ clean pipelines ➜ reliable models ➜ usable apps. I’m especially interested in traffic prediction, spatiotemporal modeling,recommendation systems for education and productivity and agriculture technology.

What I’m working on

  • Graduation Project – Speakx Egyptian English AI Platform Enhancing English fluency for Egyptian learners through an AI‑driven platform that provides assessment, recommendations, and practice tools.

  • Garden AI Management System Smart agriculture system including automated irrigation, fertilization scheduling, and plant disease detection with AI vision.

Highlights

  • Co‑author of “A Comparative Study of Machine Learning Techniques for Traffic Prediction Incorporating Weather Conditions” (2025). (IEEE format)
  • Built big‑data pipelines with Hadoop + Docker, processed 4M+ rows, and shipped reproducible notebooks & dashboards.
  • Cross‑platform delivery: backend (Django) and lightweight web tools.

Tech Stack

Python
Python 		C++
C/C++ 		C#
C# 		Bash
Bash
PyTorch
PyTorch 		TensorFlow
TensorFlow 		Scikit-learn
Scikit-learn 		Hadoop
Hadoop
Spark
Spark (PySpark) 		Docker
Docker 		Django
Django 		REST API
REST API
MySQL
MySQL 		HTML
HTML 		CSS
CSS 		Jupyter
Jupyter
Linux
Linux (Ubuntu) 		VS Code
VS Code 		Git
Git 		GitHub
GitHub

Featured Projects

1) JobFinder

Keywords: community platform, accessibility, empowerment

  • A community-driven platform connecting small job seekers and givers.
  • Focused on empowering people with disabilities by enabling micro-jobs.
    Repo: JobFinder

JobFinder

2) Traffic Predictor

Keywords: traffic prediction, weather fusion, event scraping

  • Machine learning model predicting New York City traffic (Queens).
  • Uses traffic + weather data and social media scraping.
    Repo: Traffic Predictor

Traffic Predictor

3) pstree (xv6-riscv)

Keywords: operating systems, xv6, system call

  • Enhancement of xv6-riscv implementing a pstree syscall.
  • Visualizes the process hierarchy in ASCII, inspired by Linux’s pstree command.
    Repo: Pstree

pstree

4) NU-Community-Dashboard

Keywords: dashboards, EDA, sponsor insights, competition analytics

  • Analyzes distribution of universities, years, NU-affiliated teams; helps attract sponsors.

nucpa

📫 Connect With Me

Popular repositories Loading

  1. Traffic_Predictor Traffic_Predictor Public

    Traffic Predictor Machine learning model that predict the traffic of New-York city using traffic data and weather conditions and scrapped data from social media about traffic.

    Jupyter Notebook 2

  2. JobFinder JobFinder Public

    A Community-Driven Platform Connecting Small Job Seekers and Givers to Empower People with Disabilities.

    CSS 1 1

  3. Data_Structure_Project Data_Structure_Project Public

    C++ 1

  4. MazeGenrator MazeGenrator Public

    Python

  5. InstallingVScode_and_cpp-compiler InstallingVScode_and_cpp-compiler Public

    Batchfile

  6. PumpingLemmaDemonstrator PumpingLemmaDemonstrator Public

    A C++ program designed to test the Pumping Lemma for regular languages. The tool accepts a user-defined pattern (e.g., 'a'^(n^2)), generates a string, and checks for Pumping Lemma violations.

    C++