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Bhaskar Reddy
Junior Business & Data Analyst specializing in analytics and BI
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Analytics-focused candidate with hands-on experience building SQL and Python workflows that turn messy multi-source data into reporting assets and dashboards. They show strong practical judgment around data quality, table grain, validation, and performance tuning, and they described an education-focused engagement project that reportedly improved course completion by 15% through targeted interventions and metric-driven stakeholder alignment.
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Key Strengths
- Built SQL pipelines to clean and join messy multi-source sales and customer data
- Strong data quality remediation across missing values, duplicates, inconsistent formats, and invalid outliers
- Validates transformations with reconciliation checks, sampled record review, and join null/mismatch analysis
- Optimizes SQL performance using explain plans, indexing, column pruning, and query simplification
- Developed modular Python analytics workflows for automated reporting
- Implemented logging, try/except error handling, validation checks, and checkpoint tables in pipelines
- Understands grain mismatches and uses staging tables to prevent duplicate inflation in joins
- Owned end-to-end analytics from KPI definition through dashboard delivery and stakeholder alignment
- Designed engagement/retention metrics with explicit edge-case handling and single-source-of-truth governance
- Demonstrated measurable impact with a reported 15% increase in course completion rates after interventions
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