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sondosaabed/README.md
Sondos Aabed: Data Scientist, Deep Learning, Cybersecurity

LinkedIn Portfolio Kaggle Behance Goodreads Email


☮ Salam! I'm Sondos

I'm an inquisitive epistemophile who loves tech, art and philosophy. I studied Computer Science at Birzeit University and I work at the meeting point of deep learning, data science and cybersecurity, with a soft spot for problems that matter to people at home in Palestine.

  • 🧠 Deep learning & computer vision: biometrics, handwriting recognition, image classification
  • 📊 Data science & data quality: analysis, modeling, and making messy data trustworthy
  • 🛡️ Cybersecurity-minded: authentication, digital forensics, security-first thinking
  • 📱 From notebook to product: I like taking a model all the way to a working mobile or web app
  • 🇵🇸 Tech for Palestine: hackathons, open-source and data-for-good work with Palestinian tech communities
  • 🌱 Always learning: currently building my knowledge base, one track and one project at a time

"Imagination is more important than knowledge."


🚀 Featured work

A CNN that identifies 2,000 iris identities (1,000 subjects × left/right eye) straight from lightly preprocessed eye images, with no iris segmentation step. It reaches 92.5% test accuracy on CASIA-Iris-Thousand and is deployed to an Android app as TensorFlow Lite, with authentication (camera) and enrollment flows.

TensorFlow Keras OpenCV TFLite Android Biometrics Stars

📓 Code · 🏆 Kaggle notebook · 📱 Android app


A mobile app with an Intelligent Character Recognition (ICR) system that reads Arabic handwriting and returns the text as a document you can share, download and rename. The model side is an end-to-end, segmentation-free approach evaluated on the KHATT dataset, with a paper on ResearchGate.

Deep Learning Arabic OCR Mobile ICR Stars

📱 KhattTech · 📄 Paper


🎓 PalTaqdeer: AI-driven student success forecaster · Google Launchpad Hackathon 2023

Predicts student success with a linear regression model behind a Flask web app, built on data analysis with outlier detection. Built during the Google Launchpad hackathon with a mentor's guidance.

Python pandas matplotlib Linear Regression Flask Hackathon Stars


🕊️ ROMP: Recovery of Missing People · AI competition

An app that connects relatives with their missing loved ones to ease the search, built for an AI competition.


📂 More projects (click to expand)
Project What it is Stack
Predicting Diabetes with Decision Trees Decision-tree model for diabetes prediction with a desktop GUI Java, WEKA, JavaFX, Maven
NICS Firearm Background Checks Data investigation of the FBI's National Instant Criminal Background Check System Data analysis
Weather Dataset Analysis Data analysis and modeling on a weather dataset Data analysis
Customer Churn Dataset Analysis Data analysis and modeling on customer churn Data analysis
Taskaty Task-management mobile app Java, mobile
Palestine Cities Map Map and graph project over Palestinian cities Java
PalTales See the repo for details -

🧰 Tech stack

AI / Data

Python TensorFlow Keras OpenCV scikit-learn pandas NumPy Jupyter WEKA

Apps & backend

Java Android Studio Flask Firebase MySQL Maven Gradle HTML5 CSS3

Tools

Git GitHub VS Code Eclipse Linux Postman Slack

Exposure: Selenium · JUnit · PHP · Laravel


🎓 Education & scholarships

When What
2019 – 2024 🏛️ B.Sc. Computer Science, Birzeit University: machine learning, AI, databases, digital forensics, Linux, software testing & engineering, web development, data structures
Dec 2023 – Feb 2024 🤖 Udacity, AI Programming with Python (Bertelsmann scholarship, one of 50,000 accepted)
Nov 2023 📚 DataCamp: 3 career tracks (incl. Deep Learning and Image Processing), 14 courses, 34 hours
May – Sep 2023 📈 Udacity, Data Science (Google scholarship): SQL, Python, version control, plus an AI hackathon (PalTaqdeer)
2015 – 2018 🗣️ AMIDEAST English Access Microscholarship: public speaking, leadership, community service

📁 My learning repos

Track Repo
Programming for Data Science with Python (Nanodegree) Nanodegree-Programming-for-Data-Science-with-Python
Data Analyst (Nanodegree) Data-Analyst-Nanodegree
Google Cybersecurity Professional (Knowledge4all scholarship) Cybersecurity-Professional-Google-Knoweldge4all-Scholarship
MENA TechSkill Boost Initiative MENA-TechSkill-Boost-Initiative
DataCamp: Data Scientist track DataCamp-Data-Scientist-Track
DataCamp: Deep Learning track DataCamp-Deep-Learning-Track
DataCamp: Image Processing track DataCamp-Image-Processing-Track

🤝 Communities I build with

Data for Palestine PalTaqdeer KhattTech ROMP EddieHub

🌍 Volunteering & community work
Year Where What I did
2021 Sharek Youth Forum Initiative leader: led an election-awareness campaign in Al-Bireh encouraging youth participation, especially young women and people with disabilities
2020 Al-Bireh Cultural Club Planner: helped plan a post-COVID child-labor advocacy initiative in Ramallah
2019 Al-Bireh Sons Charity Association Volunteer: organized activities for Down syndrome patients at the Palestinian International Book Fair
2018 Al-Haqal o Al-Baydar Volunteer at a children's summer camp
2015 – 2017 Hakawati Volunteer: helped plan cultural and community events in Al-Bireh

📊 GitHub at a glance

GitHub Streak

Followers Public repos Member since


🎨 Beyond code

I draw and I read. You can find my sketches on Behance and my bookshelf on Goodreads. Art and philosophy shape how I think about technology and who it should serve.


📬 Let's connect

I'm always happy to talk deep learning, biometrics, Arabic OCR, data-for-good, or tech in Palestine, whether it's collaboration, feedback on a project, or just a chat.

StandWithPalestine

Free Palestine Profile views

Made in Al-Bireh, Palestine 🇵🇸

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  1. PalTaqdeer PalTaqdeer Public

    🇵🇸 PalTaqdeer is an AI-Driven Student Success Forecaster. Was developed for Hackathon Google Launchpad, data analysis techniques, Linear regression model, and Flask for the web 🇵🇸

    Jupyter Notebook 25

  2. Iris-of-eyes-recognition Iris-of-eyes-recognition Public

    👁️ A Biometric Authentication system using Iris. Enrollment and Authentication Modules. End to End, Iris Segmentation Free using DCNNs, Accuracy of 93.15% 👁️

    Jupyter Notebook 13 3

  3. Predicting-Diabetes-with-Decision-Trees Predicting-Diabetes-with-Decision-Trees Public

    💉🤒 The project was built using maven project utilized WEKA in building the decision tree model and JavaFX in building GUI 💉🤒

    Java 18

  4. NICS-firearm-background-checks-investigation NICS-firearm-background-checks-investigation Public

    🔫 The data comes from the FBI's National Instant Criminal Background Check System. The NICS is used by to determine whether a prospective buyer is eligible to buy firearms or explosives. 🔫

    HTML 7

  5. Data-for-Palestine/.github Data-for-Palestine/.github Public

    Data for Palestine is an organization dedicated to leveraging the power of data and data-driven projects to support the Palestinian people and their aspirations. 🇵🇸

    6

  6. KhattTech/.github KhattTech/.github Public

    a Mobile Application (KhattTech), with an Intelligent Character Recognition (ICR) System that performs Arabic Handwritten Recognition (AHR) and returns the recognized Arabic text in the form of a …

    3