Skip to content
View rodinaasfour665-ctrl's full-sized avatar

Highlights

  • Pro

Block or report rodinaasfour665-ctrl

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse

Typing SVG


LinkedIn GitHub Email Location


👩‍💻 About Me

Hi, I'm Rodina Sabrya Computer Science student at Egyptian Chinese University (ECU), Cairo, Egypt, expected to graduate in 2027.

I'm an AI builder who enjoys turning data into intelligent, real-world solutions. My focus areas are Machine Learning, Artificial Intelligence, Computer Vision, and Data Engineering — and I'm especially drawn to projects that create measurable impact in healthtech and edtech.

I build end-to-end systems: from data pipelines and model training to deployment and explainability. I care about writing clean, production-style code and shipping things that actually work.

Currently, I'm actively seeking ML Engineer or AI Engineer internships, and I'm open to freelance opportunities in AI and data engineering.


🎓 BSc Computer Science & Information SystemsEgyptian Chinese University
📍 Cairo, Egypt
🔍 Open to: Internships · Freelance · Remote Collaborations
🌱 Currently deepening: MLOps · Deep Learning · LLMs
💡 Passionate about: AI that solves real problems, not just benchmarks

🛠️ Tech Stack

Languages

Python SQL C++ C

Machine Learning & AI

Scikit-learn TensorFlow Keras SHAP OpenCV

Data Science

Pandas NumPy Matplotlib Seaborn

Data Engineering & Big Data

Apache Kafka Apache Cassandra Docker Databricks ETL

Backend & APIs

FastAPI REST API OpenAI

Frontend & Dashboards

Streamlit HTML5 CSS3 JavaScript

Databases

MySQL SQLite

Tools & Platforms

Git GitHub VS Code Jupyter Google Colab Linux


🚀 Featured Projects

🧠 Intelligent Student Performance System (ISPS)

Agentic AI · ML Pipeline · Explainable AI

A full agentic AI system that predicts student academic risk (HIGH / MEDIUM / LOW) using a multi-stage pipeline combining Fuzzy C-Means clustering, SVM classification, SHAP explainability, and ARIMA time-series drift detection. Generates personalized intervention plans, automated reports, and email alerts.

Stack: Python FastAPI Scikit-learn SVM FCM SHAP ARIMA Pandas HTML/CSS/JS

Repo

🔴 Real-Time Big Data Fraud Detection

Data Engineering · Streaming · Distributed Systems

An end-to-end distributed streaming pipeline that detects financial fraud in real time. Ingests live transaction data, identifies suspicious activities, triggers automated alerts, and persists results for analytics — built entirely on production-grade big data infrastructure.

Stack: Apache Kafka Apache Flume Cassandra Docker Databricks

Repo

🩺 Diabetes Risk Prediction Web App

Machine Learning · Deployment · Streamlit

An end-to-end ML web application that predicts diabetes risk from patient health indicators. Features a fully deployed, interactive Streamlit interface with a trained classification pipeline — live and accessible to anyone.

Stack: Python Scikit-learn Pandas NumPy Streamlit

Repo Live Demo

🔧 More Coming Soon

Always building something new

Currently working on additional AI and data engineering projects. Check back soon or follow my GitHub to stay updated.

Follow


🏆 Achievements & Events

🏅 Achievement Details
🚀 NASA Space Apps Cairo Hackathon Participant — Built innovative solutions for real-world space & sustainability challenges
🤖 DeepX Hackathon Participant — Developed an AI-driven solution in a competitive team environment
🧠 Agentic AI System (ISPS) End-to-end multi-model pipeline: FCM + SVM + SHAP + ARIMA + automated decision engine
📡 Real-Time Fraud Detection Production-style distributed streaming pipeline using Kafka, Cassandra & Docker
🌐 Live ML Deployment Deployed diabetes prediction app on Streamlit Cloud with real-time inference

🎯 What I'm Looking For

┌─────────────────────────────────────────────────────────────┐
│                                                             │
│   🔍  ML Engineer Intern / AI Engineer Intern               │
│   💼  Freelance AI & Data Engineering Projects              │
│   🌍  Remote or Cairo-based opportunities                   │
│   🏥  Healthtech  |  📚 Edtech  |  🤖 AI-powered Products  │
│                                                             │
└─────────────────────────────────────────────────────────────┘

🤝 Connect With Me

LinkedIn GitHub Email

Open to internships, freelance collaborations, and interesting AI conversations. Feel free to reach out — I'd love to connect.


"The goal is not to build models — it's to build impact."

Profile Views

Popular repositories Loading

  1. mushroom-classifier mushroom-classifier Public

    Machine learning application that classifies mushrooms as edible or poisonous using a trained model with a Python GUI.

    Python 2 1

  2. diabetes-prediction-ml diabetes-prediction-ml Public

    Machine Learning project for predicting diabetes risk using medical data. The system applies data preprocessing, feature scaling, and multiple ML models to classify whether a patient is likely to h…

    Python 2

  3. employee-api employee-api Public

    Python 1

  4. arabic-absa-system arabic-absa-system Public

    Arabic NLP project for Aspect-Based Sentiment Analysis (ABSA)

    Python 1

  5. ISPS-Agentic-Student-Risk-Prediction ISPS-Agentic-Student-Risk-Prediction Public

    Intelligent Student Performance System (ISPS): An Agentic AI pipeline for early academic risk detection and personalized interventions. using FCM clustering, SVM classification, SHAP explainability…

    Jupyter Notebook 1 1

  6. HerbalHealth HerbalHealth Public

    Forked from faridahossam55/HerbalHealth

    Herbal Health is a full-stack online shopping web application. Users can select their health condition to discover suitable fruits and herbs, browse products, add them to their cart, and complete p…

    JavaScript 1