• 🤖 Building practical tools with Python & Data & Models
• 🎓 Holder of international certificats from Harvard University, etc.
• 🚀 I work Data Science | Machine Learning | Deep Learning | Python | SQL
• 🎓 Official member of Harvard University's CS50 team in Iran branch
• 🚀 Owner and main Admin of CS50X Persian Github Account one of official Team of Harvard University CS50

• 📚 Always learning and experiencing new things
• 💻 Interested in Teaching programming to students
• 🌍 Love Making and Leadering Teams & Collaboration
• 🎓 Programmer interested in hard, big and new Projects
• 🌟 Passionate about problem-solving and open-source contributions

• ⚙ C
• 🐚 BASH
• 🗄️ SQLite
• 🐍 Python
• 🎮 Scratch
• 🔖 Markdown

• 🎲 Data Science
• 🗂 Data Analysis
• 🧹 Data Cleaning
• 🧠 Deep Learning
  • CNNs
  • RNNs
  • Autoecoders
  • Neural Networks
• 🧠 Machine Learning:
  • Regression
  • Clustering
  • Classification
• 📈 ML Explainability
• 📊 Data Visualization
• ⌨️ Prompt Engineering
• 📈 Feature Engineering
• 🗄️ Work with Databases

• 📗 Book Writing
• ⚙ Work Binary in C
• 🧾 ICDL Seven Skills
• 👾 Controlled Vibe Coding
• ⚙ Version Control Mindset
• ⚡ Ten-Finger Typing (Record: 80 WPM)

• 🧮 NumPy
• 🧮 Pandas
• 🗂 Sqlite3
• 🎆 Tkinter
• 🎆 PySide6
• 📈 Seaborn
• 🤖 PyTorch
• 📈 Matplotlib
• 🤖 Scikit-Learn
• 💻 auto-py-to-exe
• 🤖 Tensorflow & Keras

• KiCad

• ⚙ Git
• 📊 Kaggle:
  • Kaggle Tiers:
    • Dataset Expert
    • Notebook Expert
  • Kaggle Code Medals: 32 Bronze
  • Kaggle Dataset Medals: 4 Bronze
• 📗 Substack
• 📚 Khan Academy
• 📚IBM Skills Build
• 🔧 GitHub & GitHub Desktop

• 💻 Spyder
• 💻 VScode
• 💻 Pycharm
• 💻 Google Colab
• 💻 Kaggle Notebook
• 💻 Jupyter Notebook
• 💻 Harvard CS50 VScode
• 💻 IBM SkillsBuild Jupyter Lab

• 💻 CMD
• 💻 Git Bash
• 💻 PowerShell
• 💻 Work with .sh and .bat files
• 💻 Command Line In Jupyter Notebooks
• 💻 Pycharm, VScode and Harvard VScode Terminal

• 🐧 Linux
• 💻 Windows

• 🌊 Adaptability
• 📚 Self-Learning
• 🔁 Communication
• 🧩 Problem Solving
• 👨‍🏫 Teaching clearlly
• 🔍 Analytical Thinking
• 💪 Growth In Unstable Conditions

• 🎓 CS50's Introduction to CyberSecurity – Harvard (2026)-Final Score: 100% - Security Accounts, Data, System, Software
• 🎓 CS50’s Introduction to Databases with SQL – Harvard (2025)-Final Score: 100% – SQLite, Indexing, Transactions, Optimization
• 🎓 CS50’s Programming with Python – Harvard (2025)-Final Score: 100% – Python Basics, OOP, File I/O, Libraries, Unit Testing, Regex
• 🎓 CS50’s Introduction to Computer Science – Harvard (2026)-Final Score: 100% – Scratch, C, Python, SQL, HTML, CSS, JS, Flask
• 🎓 Scratch Programming Certificate (2025)-Final Score: 100% – Interactive Games, Animations, Basic Programming Concepts
• 🎓 Kaggle Intermediate Machine Learning (2025)-Final Score: 100% – Missing Values, Pipelines, Cross-Validation, XGBoost
• 🎓 Kaggle Intro to Machine Learning (2025)-Final Score: 100% – Decision Trees, Random Forests, Basic Feature Engineering
• 🎓 Kaggle intro to Deep Learning (2026)-Final Score: 100% - NN, Overfitting & Underfitting, Dropout, Early Stopping, TensorFlow
• 🎓 Kaggle Machine Learning Explanability (2026)-Final Score: 100% – Model Interpretability, SHAP Values, Permutation Importance
• 🎓 IBM Python for Data Science (2025)-Final Score: 96% – Data Analysis, Pandas, Numpy, Visualization, APIs
• 🎓 IBM Machine Learning with Python (2025)-Final Score: 100% – Regression, Classification, Clustering, Scikit-Learn
• 🎓 IBM Deep Learning with TensorFlow (2026)-Final Score: 95% - TensorFlow, NN, CNNs, RNNs, RBMs, Autoecoders
• 🎓 IBM Data Visualization with Python (2025)-Final Score: 80% – Matplotlib, Seaborn, Plotly, Data Analysis, Dashboards
• 🎓 IBM Data Analysis with Python (2025)-Final Score: 93% – Pandas, Numpy, Matplotlib, Seaborn, Data Cleaning & Visualization

I collaborated with CS50X PERSIAN, Harvard University's official team for Persian speakers, to package several of their courses to help Persian speakers take this course more easily.

• CS50 SQL
  • CS50 Website page
  • Github Repo for describe this course

I wrote a book about python from start to OOP and I will very happy if you like that

• Fidibo link for bying Book
• Book documents on Github repo

You can see all my Blog's on my Substack acount and a summary of my Blog's on my Blog's repo:

• All of Blog's on Substack
• Blog's documents on Github repo

You can see all my Dataset's on my Kaggle acount and a summary of my Dataset's on my Datasets repo:

• All of Dataset's on Kaggle
• Dataset's documnts on Github repo

You can see my Guides here, I make guide about things I lean, and then I write them very simple and short:

• My Guides repo
• Thing's my guides are about them:
  • ⚙ Git
  • 🐧 Linux

• ✉️ Email: [email protected]
• ✉️ X acount: https://x.com/BornaEtminan
• ✉️ Kaggle username: https://www.kaggle.com/bornaetminan
• 📘 Blog on Substack: https://substack.com/@bornaetminan

⭐️ If you find my projects interesting, feel free to star or follow!⭐️