RS

Rudresh Pratap Singh

AI/ML & Data Science student · Python, SQL, FastAPI

Satna, Madhya Pradesh, India

@rudresh_pratap_singh

0 followers

Looking for jobs Looking for internships

🎓 B.Tech in Information Technology at Indira Gandhi Engineering College · Graduating 2027

About

Proactive AI/ML and Data Science student with end-to-end project experience in data ingestion, EDA, feature engineering, model development, and prototype deployment. Strong in Python, Pandas/NumPy, scikit-learn, SQL, and basic FastAPI/Streamlit and cloud concepts.

Education

  • B.Tech in Information Technology
    Indira Gandhi Engineering College
    Information Technology · 2023 – 2027

Skills

1 to 2 years 1 to 2 years A year or two of steady use.
<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.

Tools / apps / platforms

6 to 12 months 6 to 12 months Most of a year behind them.
Git MySQL
3 to 6 months 3 to 6 months A few months of practice with it.
Mlflow Microsoft Power BI
<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Tableau Microsoft Excel Amazon Web Services AWS

Languages

Native / Bilingual Native / Bilingual Their first language, or as strong as one.
Hindi Speak · Read · Write
Fluent Fluent Comfortable using it for work.
English Speak · Read · Write

Projects

  • Python, Pandas, NumPy, Scikit-learn, Matplotlib, Streamlit

    Built modular pipelines for Diabetes, Heart Disease, and Parkinson's classification, including data cleaning, normalization, feature selection, and model comparison. Developed a Streamlit app for real-time predictions with an intuitive user interface.

  • Python, Pandas, NumPy, Scikit-learn, Matplotlib

    Developed a machine learning system to predict customer churn using historical customer behavior and demographic data. Performed EDA, feature engineering, and trained multiple classification models achieving about 80% accuracy, then deployed the final model as a REST API using FastAPI.

  • Python , Pandas , Streamlit , matplotlib and seaborn

    Completed a data science simulation focused on British Airways, including scraping and analyzing customer review data and building a predictive model to understand factors influencing buying behavior.

Courses & certifications

🎯 Hobbies & interests

  • Sports
  • Travelling

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