Shweta | Driving Analytical Excellence | Crafting Insights from Data | 20+ Successful Projects

Shweta

Driving Analytical Excellence | Crafting Insights from Data | 20+ Successful Projects

Based in Bengaluru, India

About

With a robust IT skillset and a top 4% engineering degree from the reputed RV College of Engineering, I excel at leveraging data for business decisions and process optimization. My expertise in data visualization, statistical analysis, and machine learning enables me to transform complex datasets into actionable insights. Having completed over 20 portfolio projects, I’ve demonstrated strong analytical skills and leadership in creating performance dashboards and strategic initiatives. I'm eager to tackle new challenges and contribute to innovative projects. Let’s connect to explore potential collaborations.

Skills

Projects

Sweet Escape Pvt. Ltd.

Strategizing for Targeted Marketing & Market Research: Enhancing customer engagement, optimizing inventory, and analyzing competitors in Bangalore's bakery industry for strategic growth.

Netflix recommender

Leveraging Data for Personalized Suggestions project.

Goodreads Book Insights

A Comprehensive Tableau Dashboard: Exciting News for Book Lovers! As a passionate bibliophile, I found the need for a clean, comprehensive book dataset. Many existing datasets lacked key information or were unclean, making it hard to gauge a book's popularity.

WhaleCo Streaming Analysis

Gained insights into WhaleCo's customer demographics, product performance, and churn factors to optimize streaming packages. Conducted comprehensive data analysis to improve customer satisfaction and retention.

Student Result Analysis

Insightful Student Result analysis: Delved into student test scores alongside personal and socio-economic factors: females excel in reading/writing, males in math, higher parental education boosts scores, and math is toughest.

Vehicle Analysis 2024

Insights and Trends in the 2024 Vehicle Market: Leveraging the Data for Strategic Analysis in Automotive Industry. Price Prediction, Market Analysis, Descriptive Statistics, Data Cleaning and Feature Engineering, Data Visualization.

Online Payment Fraud Detection

Developed a decision tree classifier for fraud detection, featuring data cleaning, EDA, feature engineering, and model evaluation to identify fraudulent transactions.

Experience

2020 - 2024

Business Data Analyst at Vaishnavi label

B2B Startup: Bengaluru, India. ▪ Led cross-functional teams, achieving 5.78% profit enhancement through the development and maintenance of performance dashboards, utilizing advanced analytics and visualization techniques. ▪ Spearheaded strategic initiatives, resulting in a 12% reduction in production time. ▪ Analyzed data, boosting productivity by 20% through targeted solutions derived from root-cause analysis. ▪ Collaborated on corrective action plans, implementing demand forecasting models (ARIMA) and inventory optimization strategies.

Data Analyst at Psyliq

▪ Analyzed datasets in Excel and utilized Power BI for data cleaning, and dashboard creation. ▪ Conducted SQL queries for data retrieval and optimization.

Data Analysis using Excel at Goldman Sachs

Internship ▪ Improved data accuracy by 25% through Excel data manipulation and visualization. ▪ Created interactive dashboards and utilized storytelling techniques for effective data communication.

July, 2024

Senior Operations Executive at Flipkart

Education

Industrial Engineering and Management

CGPA: 8.72. ▪ Top 4% engineering graduate, ▪ Advanced Statistics, Predictive Analytics, Machine Learning, Advanced Excel. ▪ Community focused NSS volunteer. ▪ Merit based scholarship recipient.

PU - Science

▪ PCMB - 97% ▪ Awards: Chemistry Centum, Science Topper, 100% attendance, Most Deserving & Best Performer.