S*************e

70569 , Büsnau, Vaihingen, Stuttgart, Baden-Württemberg, Germany
Einladen
Merken

Profil

Bildung

M
Masters in Computer Science (Autonomous Systems) 2024 - Ongoing
University of Stuttgart
B
Bachelors in Computer Science & Engineering 2019 - 2023
Jain College of Engineering

Erfahrungen

I
Intern 08.2022 - 09.2022

Applied ML algorithms (Linear/Logistic Regression, Naive Bayes) on real-world datasets. Performed data pre-processing, EDA, and clustering-based customer segmentation. Used Python (Pandas, NumPy, Scikit-learn) and SQL for analysis and visualization.

I
Intern 10.2021 - 03.2022

Gained hands-on experience in data analysis through training and practical projects. Focused on skill development and implementation in real-world scenarios.

I
Intern 05.2021 - 06.2021

Built a logistic regression model to predict heart disease with 88.5% accuracy, 87.9% recall, and 92.0% ROC AUC. Performed data cleaning, EDA, feature selection (p < 0.05), and evaluated performance using classification metrics and ROC curve.

Fertigkeiten

Programming & Scripting (Python, SQL, C&C++, JavaScript, PHP)
Libraries & Frameworks (Numpy, Pandas, Matplotlib, Seaborn, Scikit-learn, AJAX, OpenGL, jQuery, GLUT)
Database & ETL (MySQL, MySQL Workbench, SQL Triggers, Data Modeling, Schema Design, ETL)
Machine Learning & Analytics (Logistic Regression, Naive Bayes, EDA, Decision Trees, CNN, Clustering, Deep Learning, Data Mining, Regression)
Visualization & Tools (Tableau, Data Visualization, Data Cleaning)

Verwandte Kandidaten