Certified Data Analyst
Aspiring Data Professional with hands-on experience in data analysis gained through a dynamic combination of internship and real-world projects. Proficient in data preparation, exploratory data analysis (EDA), data visualization, statistical modelling, and predictive modelling. Skilled at extracting actionable insights from complex datasets to uncover key trends and patterns. Experienced in predicting future outcomes based on historical data to support informed decision-making. Passionate about leveraging data-driven approaches to solve business challenges, optimize strategies, and contribute to organizational success in innovative and collaborative environments.
Featured Projects
Global Well-Being Prediction Using Development Indicators
December 2024 - January 2024
Developed machine learning models using Python to predict global well-being metrics and healthy life expectancy, achieving high accuracy and minimal errors.
View Project →Bank Loan Performance Analysis Report
July 2024- August 2024
Developed an interactive Power BI report analyzing loan and borrower performance, leveraging DAX and visualizations.
View Project →E-Commerce Customer Churn Analysis
June 2024- July 2024
Analyzed churn reasons using MySQL to clean, transform, and explore data, uncovering insights for targeted retention.
View Project →Publications
Real-time Face Mask Detection using CNN
January 2023 - March 2023
- • Leveraged Convolutional Neural Networks (CNN) for accurate identification of face mask usage in crowded environments, enhancing public health and safety.
- • Utilized Python and deep learning libraries such as TensorFlow/Keras, alongside OpenCV for image classification, processing, and live video monitoring, achieving high accuracy in real-time detection.
Skills
Analysis & Visualization
- Microsoft Excel
- MySQL
- Microsoft Power BI
Programming & Querying
- Python
- SQL
Libraries
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Scikit-Learn
Data Preprocessing
- Data Cleaning
- Handling Outliers
- Feature Engineering
- Feature Scaling
Statistics
- Descriptive Statistics
- Inferential Statistics
- Hypothesis Testing
- A/B Testing
- Statistical Measures
Machine Learning
- Supervised Learning
- Unsupervised Learning
- Model Evaluation
- Dimensionality Reduction
Certifications
Data Science and Machine Learning
Illinois Tech, United States
May 2024- December 2024
Data Science and Machine Learning
Entri Elevate
May 2024- December 2024
SQL (Advanced)
Hacker Rank
September 2024