Arunabh Singh
Student at Manipal University Jaipur Ex Intern @Tietoevry Ex Intern @CodeClause
- Role
- Data Science Intern at Codsoft
- Location
- Jaipur, IN
- LinkedIn followers
- 500 followers
About Arunabh Singh
Currently seeking opportunities to leverage my skills and contribute to exciting projects in the ever-evolving field of web development. Let\'s connect and explore how we can work together to bring ideas to life! With a solid foundation in web development, I\'ve honed my skills through two enriching remote internships. Web Developer with a passion for creating dynamic and visually appealing websites.
Experience
Data Science Intern
May 2025 — Present
As a Data Science Intern at Codsoft, I worked on real-world machine learning projects that enhanced my end-to-end data science pipeline skills. Key responsibilities and accomplishments include: Titanic Survival Prediction (Binary Classification)Framed a classic supervised learning problem to predict passenger survival based on demographic and ticket-related features.Performed data cleaning, handled missing values, and conducted exploratory data analysis (EDA) to uncover survival patterns.Engineered relevant features and applied encoding techniques to prepare the dataset.Built and evaluated multiple classification models including Logistic Regression, Random Forest, and Support Vector Machine.Assessed model performance using accuracy, precision, recall, F1-score, and confusion matrix.Delivered a documented workflow and screen recording to showcase the approach and findings. Movie Rating Prediction (Regression)Developed a regression model to predict movie ratings using features such as genre, budget, popularity, and release data.Cleaned and transformed data, performed feature engineering (e.g, log-transformations, date parsing, and genre extraction).Built models including Linear Regression, Decision Tree, Random Forest, and XGBoost with hyperparameter tuning using GridSearchCV.Evaluated model performance using metrics like R², RMSE, and MAE, and interpreted feature importance to extract business insights.Recorded and shared a screen demonstration of the full process from data ingestion to model deployment. Tools & Technologies:Python, Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, XGBoost, Jupyter Notebook, Git
Education
Manipal University Jaipur
Computer Science Engineering
2022 — 2026
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.