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kaisdhovi/README.md

Hi 👋, I'm Kais Dhovi Alfatah

A Data Science Student Specializing in Machine Learning & Predictive Analytics

👨‍💻 About Me

As a Data Science undergraduate at Universitas Negeri Surabaya, I am deeply passionate about transforming raw data into actionable insights. With a solid foundation in Information Technology from MSU, Malaysia, my focus lies in leveraging machine learning and data modeling to solve real-world problems, particularly within the public and economic sectors. I thrive on combining analytical thinking with clear communication to build impactful, data-driven solutions.

  • 🔭 I’m currently working on a [sebutkan proyek yang paling fokus saat ini, misal: predictive model for university admissions].
  • 🌱 I’m deepening my expertise in model optimization and time-series forecasting.
  • 👯 I’m looking to collaborate on open-source data science projects that create social impact.
  • 📫 You can reach me at kais.23167@mhs.unesa.ac.id.

🛠️ My Tech Stack

Here are the tools and technologies I work with:

Languages & Databases:
python mysql

Data Science & Machine Learning:
pandas numpy scikit-learn matplotlib seaborn

Tools & Platforms:
git jupyter colab

🚀 Featured Projects

Ini adalah highlight dari pekerjaan saya. Klik untuk melihat kode dan detailnya.

SMART SELECTION: University Admissions Prediction

A machine learning system to predict student success and integrity in university admissions, enhancing fairness and efficiency.

Tech: Python, Scikit-learn

Time-Series Forecasting of Food Prices

Developed a model using time-series analysis to forecast food commodity prices in Indonesia, aiding in policy planning.

Tech: Time-Series Analysis, Python, Pandas

Student Performance Prediction

A predictive model using Random Forest to classify student performance levels based on academic data.

Tech: Random Forest, Scikit-learn

Household Electricity Usage Prediction

Built a model to estimate daily household electricity consumption using Kaggle datasets to improve energy efficiency insights.

Tech: Machine Learning, Time-Series Analysis

📊 My GitHub Stats

GitHub Stats
Top Languages

📬 Connect with Me

LinkedIn Gmail

Popular repositories Loading

  1. energy-consumption-predictor energy-consumption-predictor Public

    📈 SVR-based machine learning app to predict household electricity usage using the UCI Household Electric Power Consumption dataset. Built with Streamlit.

    Python 1

  2. Student-graduation-Prediction-Using-Random-Forest-Classifier Student-graduation-Prediction-Using-Random-Forest-Classifier Public

    This project aims to predict student graduation status using the Random Forest classifier. The dataset, obtained from the UCI Machine Learning Repository. The model is trained to classify whether a…

    Jupyter Notebook

  3. NesaRide-Prototype-of-Inter-Campus-Online-Ojek-Application-for-UNESA-Campus-A-to-B---Python-Based- NesaRide-Prototype-of-Inter-Campus-Online-Ojek-Application-for-UNESA-Campus-A-to-B---Python-Based- Public

    Python

  4. kaisdhovi kaisdhovi Public