Angel Saikia
Data Scientist & Analyst passionate about transforming data into actionable insights. Specialized in machine learning, statistical analysis, and data visualization to drive data-informed decision making.
Skills & Expertise
Leveraging cutting-edge tools and technologies to transform complex data into actionable insights
Data Analysis
- Python & Pandas
- Statistical Analysis
- Data Preprocessing
Machine Learning
- scikit-learn
- KNN & SVM
- Logistic Regression
Visualization
- Data Visualization
- Model Evaluation
- Performance Metrics
Tools & Technologies
- Jupyter Notebook
- Git & Version Control
- joblib
Experience
Data Science Intern
DivSriVin Technologies
17th January 2025 - 28th February 2025
Customer Churn Prediction Project
A machine learning project focused on predicting customer churn using activity data. The model analyzes user activity patterns and classifies customers as either 'Active' or 'Non-Active' based on their engagement levels.
Key Features
- Comprehensive data analysis and preprocessing
- Automated churn prediction based on user activity
- Multiple ML models (KNN, SVM, Logistic Regression)
- High accuracy (99.99%) in customer classification
- Robust data preprocessing pipeline
Technologies Used
Certifications
Foundation Level - Data Science and Programming
Indian Institute of Technology, Madras
Issued: 2024
Foundations of Data Science, covering topics such as probability, statistics, and python.
View CertificateCoursera - What is Data Science?
IBM
Issued: 2021
Data Science is a multidisciplinary field that combines domain knowledge with statistical and computational techniques to extract insights from data.
View CertificateCoursera - Tools for Data Science
IBM
Issued: 2021
Basic tools for data science, including Python, Jupyter Notebook, and Pandas.
View Certificate