Projects
Projects
Over the past few years, I’ve tackled a wide range of data problems—from academic case studies to real-world business challenges. My projects demonstrate how clean data, smart models, and strategic thinking can drive results across any domain.
Over the past few years, I’ve tackled a wide range of data problems—from academic case studies to real-world business challenges. My projects demonstrate how clean data, smart models, and strategic thinking can drive results across any domain.
Data Science
Movie Trends
Predictive Analytics
EDA
Data Cleaning
IMDB Movie Analysis
Explored IMDB movie data to uncover what drives high ratings, focusing on factors like genre, duration, and budget. Used Excel for data cleaning, statistical analysis, and storytelling to provide insights for better decision-making in film production.
Data Science
Movie Trends
Predictive Analytics
EDA
Data Cleaning
IMDB Movie Analysis
Explored IMDB movie data to uncover what drives high ratings, focusing on factors like genre, duration, and budget. Used Excel for data cleaning, statistical analysis, and storytelling to provide insights for better decision-making in film production.
Data Cleaning & Preprocessing
Regression & Predictive Modeling
Market Segmentation Analysis
Feature Engineering & Correlation Analysis
Data Visualization & Insight Reporting
Analyzing the Impact of Car Features on Price and Profitability
Analyzed how various car features influence pricing and profitability to support strategic decisions in automotive product development.
Data Cleaning & Preprocessing
Regression & Predictive Modeling
Market Segmentation Analysis
Feature Engineering & Correlation Analysis
Data Visualization & Insight Reporting
Analyzing the Impact of Car Features on Price and Profitability
Analyzed how various car features influence pricing and profitability to support strategic decisions in automotive product development.
Data Cleaning & Preprocessing
Risk Pattern Identification
Outlier Detection
Data Visualization (Charts & Graphs in Excel)
Financial Data Interpretation
Bank Loan Case Study
Explored loan application data to uncover patterns in customer defaults and support better lending decisions through data analysis.
Data Cleaning & Preprocessing
Risk Pattern Identification
Outlier Detection
Data Visualization (Charts & Graphs in Excel)
Financial Data Interpretation
Bank Loan Case Study
Explored loan application data to uncover patterns in customer defaults and support better lending decisions through data analysis.
SQL Query Writing & Optimization
Data Exploration & User Segmentation
Engagement & Loyalty Analysis
Marketing & Investor Insight Reporting
Platform Usage Pattern Recognition
Instagram User Analytics
Analyzed Instagram user data using SQL to generate actionable insights for marketing and product strategy.
SQL Query Writing & Optimization
Data Exploration & User Segmentation
Engagement & Loyalty Analysis
Marketing & Investor Insight Reporting
Platform Usage Pattern Recognition
Instagram User Analytics
Analyzed Instagram user data using SQL to generate actionable insights for marketing and product strategy.
Advanced SQL Querying & Optimization
Operational KPI Monitoring Anomaly
Detection & Root Cause Analysis
Retention & Engagement Tracking
Time-Series & Rolling Average Computation
Operation Analytics and Investigating Metric Spike
Utilized advanced SQL techniques to analyze operational efficiency and investigate anomalies in user engagement metrics.
Advanced SQL Querying & Optimization
Operational KPI Monitoring Anomaly
Detection & Root Cause Analysis
Retention & Engagement Tracking
Time-Series & Rolling Average Computation
Operation Analytics and Investigating Metric Spike
Utilized advanced SQL techniques to analyze operational efficiency and investigate anomalies in user engagement metrics.
Data Cleaning & Preprocessing (Excel)
Hiring & Salary Trend Analysis
Outlier Detection & Treatment
Data Visualization (Charts & Graphs)
Descriptive Statistical Analysis
Hiring Process Analytics
Used statistical analysis to evaluate and optimize hiring trends and processes in a multinational organization.
Data Cleaning & Preprocessing (Excel)
Hiring & Salary Trend Analysis
Outlier Detection & Treatment
Data Visualization (Charts & Graphs)
Descriptive Statistical Analysis
Hiring Process Analytics
Used statistical analysis to evaluate and optimize hiring trends and processes in a multinational organization.