Ganesh Seedrala
Masters in Management Information Systems
- Role
- Business Data Analyst at Cleanking
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
About Ganesh Seedrala
I am a results-driven Data Analyst with 3 years of combined professional and academic…
Experience
Business Data Analyst
Jan 2025 — Present · Elgin, IL, US
Developed a sentiment analysis and prediction system by processing over 2 million Amazon reviews using NLP techniques.• Cleaned, tokenized, and structured text data using data mapping, feature engineering, and trained ML models (Logistic Regression, Random Forest) achieving up to 90% accuracy.• Built regression models to predict customer satisfaction scores with 85% accuracy, supporting e-commerce strategy recommendations.• Designed insights with Matplotlib showing trending keywords, sentiment polarity distribution, and top-performing product categories.• Integrated Snowflake as a central data warehouse to store and query processed datasets, enabling scalable analytics and faster model training.• Built ETL pipelines to ingest raw data into Snowflake, applied SQL transformations, and optimized query performance using clustering and partitioning.• Created analytical views in Snowflake to support real-time dashboards in Tableau and Power BI, reducing data refresh latency by 25%.
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