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M Swetha

M Swetha

Data Analyst

Chennai, India 2+ yrs exp 85 · Excellent

About

Data Analyst with 2+ years of professional experience, including hands-on work building SQL-based ETL pipelines, interactive Tableau/Power BI/Apache Superset dashboards, and KPI reporting frameworks for 14+ SaaS and retail client accounts. Skilled in Python (Pandas, NumPy, Scikit-learn), advanced SQL, and exploratory data analysis, with a track record of cutting manual reporting effort by 30% and delivering monthly business review insights directly to senior stakeholders.

Skills & Expertise (26)

SQL Advanced
8.1/10
2
Years Exp
Python Advanced
8.0/10
2
Years Exp
Pandas Advanced
7.9/10
2
Years Exp
NumPy Advanced
7.5/10
2
Years Exp
Excel Advanced
7.5/10
2
Years Exp
Power BI Advanced
7.5/10
2
Years Exp
Tableau Advanced
7.5/10
2
Years Exp
Dashboard Development Advanced
7.5/10
2
Years Exp
ETL Pipeline Development Advanced
7.5/10
2
Years Exp
Exploratory data analysis Advanced
7.5/10
2
Years Exp
Data Validation Intermediate
7.0/10
2
Years Exp
Jupyter Notebook Intermediate
7.0/10
2
Years Exp
MySql Intermediate
7.0/10
2
Years Exp
Statistical Analysis Intermediate
7.0/10
2
Years Exp
Workflow Automation Intermediate
7.0/10
2
Years Exp
Data Cleaning Intermediate
7.0/10
2
Years Exp
KPI Reporting Intermediate
7.0/10
2
Years Exp
Apache Superset Intermediate
7.0/10
2
Years Exp
scikit-learn Intermediate
7.0/10
2
Years Exp
Data Modelling Intermediate
6.5/10
2
Years Exp
A/B testing Intermediate
6.5/10
2
Years Exp
Predictive Analytics Intermediate
6.5/10
2
Years Exp
Regression Intermediate
6.0/10
2
Years Exp
Classification Intermediate
6.0/10
2
Years Exp
CRM Intermediate
5.5/10
2
Years Exp
Google Workspace Intermediate
5.5/10
2
Years Exp

Work Experience

Data Analyst

CASA Retail AI

Apr 2025 - Present

Built and maintained SQL-based ETL pipelines processing high-volume client datasets, ensuring data integrity across downstream reporting systems. Wrote complex SQL queries (joins, aggregations, window functions, CTEs) for on-demand reporting and data extraction. Automated data workflows using Python (Pandas, NumPy), reducing manual reporting effort by 30%. Built interactive dashboards in Apache Superset, Tableau, and Power BI for 14+ client accounts, tracking sales performance, funnel conversion, engagement, and retention KPIs. Standardized monthly business review reporting using AI-assisted workflows, cutting deck-build time and improving consistency across 14+ client accounts. Conducted end-to-end EDA using Python and SQL to identify customer behavior trends and surface actionable business opportunities. Applied statistical analysis and predictive analytics to generate recommendations that improved client sales outcomes. Presented monthly analytical findings to 14+ clients and senior stakeholders, supporting data-driven decision-making.

Accounts Receivable Executive

Animaker India Pvt Ltd

Dec 2022 - Nov 2023

Analyzed financial and customer data in Excel to identify collection trends and reduce outstanding receivables by 20%. Built Excel-based KPI dashboards tracking 100+ client accounts, improving financial visibility and reporting accuracy. Ran data validation and reconciliation workflows, improving invoicing accuracy by 15%. Streamlined recurring reporting pipelines, increasing operational efficiency by 30%.

Education

Post Graduate Program in Data Science and Engineering - Great Lakes Institute of Management

- 2024 · Afghanistan

MBA — Banking and Finance - SASTRA University

- 2022 · Afghanistan

BSc — Communication and Computer Science - SASTRA University

- 2020 · Afghanistan

Certifications

No certifications added yet

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Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 20/20
🎓 Education 10/10
⏱️ Experience 10/15
💰 Rate 0/5
🏆 Certs 0/5
Verified 5/5
Total Score 85/100

Profile Overview

Member sinceSep 2026

Availability Details

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Relocation

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