Aravinda Sai Arva
Professional Summary
Data Analyst with 0 years of experience applying Python, SQL and Power BI to transform raw data into actionable business insights. Built automated MIS pipelines and interactive dashboards that reduced manual reporting effort and accelerated leadership decision cycles. Seeking an entry-level Data Analyst role to apply strong EDA, data-cleaning, and visualization skills to drive measurable improvements in reporting and product outcomes.
Technical Skills
Work Experience
- Engineered automated MIS reporting pipelines using Python, SQL and Excel to replace manual processes, eliminating ~40% of manual reporting effort and enabling near real-time KPI visibility for leadership.
- Designed and delivered end-to-end Power BI dashboards (Power Query, DAX) for operational tracking and variance analysis, reducing reporting turnaround from days to hours and enabling self-service insights across teams.
- Performed exploratory data analysis on business datasets using Pandas and SQL to identify trends and anomalies; converted findings into executive-level insight reports used for strategic decisions.
- Standardized ETL workflows for data cleaning, validation and reconciliation across multiple structured sources, improving report accuracy and consistency and reducing recurring data issues.
- Collaborated with product and tech stakeholders to document data flows, schemas and analysis assumptions, improving data quality, traceability and stakeholder trust in reports.
- Optimized SQL queries and modularized Python scripts for scheduled reporting pipelines to improve performance and reliability of daily management reports.
- Analyzed real-world business datasets using Excel and visualization tools to identify key trends and KPIs relevant to business performance.
- Built clear visualizations and summary tables to communicate findings to non-technical stakeholders and support decision-making.
- Translated raw data outcomes into structured, actionable reports highlighting top opportunities and risks for the business.
- Documented analysis steps and assumptions to ensure reproducibility and clarity for handoff to business teams.
Projects
- Built an interactive Power BI dashboard analyzing INR 2.79 Cr+ in sales revenue across regions and product categories with KPI cards, trend reports and drill-through filters to support commercial decision-making.
- Automated data transformation pipelines with Power Query and wrote optimized SQL queries to reduce manual preparation time and ensure reliable, repeatable reporting.
- Trained a Random Forest classifier on 5,000+ customer records achieving 89% accuracy through end-to-end EDA, feature engineering and preprocessing (null handling, encoding, scaling).
- Visualized churn patterns and user segments to produce non-technical insight reports that informed retention strategy recommendations.
Education
Certifications
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