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ArianJr/README.md

πŸ‘‹ Hi, I'm Arian Jafar

I'm a Machine Learning & Deep Learning enthusiast passionate about building intelligent systems and exploring the world of AI.
Currently focusing on Artificial Neural Networks (ANNs)


🧠 About Me

  • πŸŽ“ Self-taught learner passionate about AI, ML, and DL
  • πŸš€ Building predictive models and data visualizations using Python and modern ML libraries
  • 🌱 Currently learning advanced neural network architectures and model optimization techniques
  • 🎯 On the path to becoming an AI & ML Engineer, with a strong focus on Deep Learning

βš™οΈ Tech Stack

πŸ’» Languages & Frameworks

Python TensorFlow Keras scikit-learn

πŸ“Š Data Science Tools

NumPy Pandas Matplotlib Seaborn


πŸš€ Featured Projects

Project Title Description Tech Stack GitHub Link
Student Performance Prediction (DL) End-to-end deep learning pipeline for analyzing student academic performance. Includes EDA, preprocessing, regression, classification, and evaluation. Python, Pandas, NumPy, Matplotlib, Seaborn, TensorFlow, Keras, Scikit-learn View Repo
Hotel Review Analysis & Prediction Predicts hotel review scores using structured metadata. Includes regression models, visual diagnostics, and reproducible workflow. Python, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, XGBoost View Repo
Lung Cancer Prediction (ML) Predicts cancer likelihood using ML classifiers. Includes preprocessing, model training, and evaluation. Python, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn View Repo
Auto Price Prediction (XGBoost) Regression model for estimating car prices using XGBoost. Includes feature engineering and model tuning. Python, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, XGBoost View Repo
Airline Insights ML Analysis EDA and forecasting on airline operations data. Includes time series analysis and visual storytelling. Python, Pandas, NumPy, Matplotlib, Seaborn, Statsmodels, Scikit-learn View Repo

πŸ“ˆ GitHub Stats


πŸ“« Get in Touch

πŸ“§ arianjafar59@gmail.com
πŸ’‘ I’m always open to collaborations, learning opportunities, and discussions about AI, ML, and DL.


⭐ β€œCode. Learn. Iterate. Intelligence is built, one model at a time.”

Pinned Loading

  1. student-performance-deep-learning student-performance-deep-learning Public

    End-to-end deep learning pipeline for analyzing and modeling student academic performance, featuring EDA, preprocessing, regression, classification, and evaluation using TensorFlow/Keras.

    Jupyter Notebook

  2. hotel-review-analysis-prediction hotel-review-analysis-prediction Public

    Develops a supervised machine learning pipeline to predict hotel review scores using structured metadata. Includes exploratory analysis, feature engineering, and model evaluation across Linear Regr…

    Jupyter Notebook

  3. lung-cancer-prediction-ml lung-cancer-prediction-ml Public

    Predicting lung cancer using patient health data and machine learning classifiers. Includes data cleaning, EDA, and model evaluation.

    Jupyter Notebook

  4. autoprice-prediction-xgboost autoprice-prediction-xgboost Public

    Predicting automobile prices using machine learning and data visualization. This project leverages XGBoost and Python libraries to achieve an RΒ² score of 0.94, with clean preprocessing, insightful …

    Jupyter Notebook

  5. airlineinsights-ml-analysis airlineinsights-ml-analysis Public

    Develops a reproducible machine learning pipeline to predict hotel review scores using structured metadata. Includes exploratory analysis, feature engineering, and model benchmarking across Linear …

    Jupyter Notebook