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soundhariya venkateshwaran

@soundhariyavenkatesh

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Data analyst skilled in SQL, Python, ML, and actionable analytics.

India

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What I'm looking for

I seek a data role where I can apply SQL, Python, ML, and visualization to solve business problems, contribute to analytics-driven decisions, and grow in model production and advanced analytics.

I am a data analyst specializing in mining large datasets with Python and SQL to deliver actionable business insights for retail pricing, operations, and logistics.

I rebuilt my data career after a break by completing a Post Graduate Program in Data Science & Generative AI, mastering ML models, advanced analytics, and practical pipeline development.

My experience includes validating pricing and operational data in large Oracle Retail implementations, building Tableau dashboards for stakeholders, and delivering predictive models (regression, classification, ensembles, XGBoost) with strong evaluation metrics.

I have applied time-series EDA, NLP/RAG techniques, and end-to-end ML pipelines in internships and projects, producing interactive dashboards and production-ready prototypes that drive process improvements and decision-making.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst Intern

Current

Wise Analytics

Feb 2026 - Present (1 month)

Performed time-series EDA on shipping container data using Python and SQL to identify weather-linked risk patterns and delivered Tableau dashboards that enabled predictive maintenance recommendations and logistics optimizations.

Python Pandas Prophet SQL Tableau Time Series Analysis Data Visualization EDA

Oracle Retail Consultant

Auriss Technologies

Jun 2016 - Dec 2016 (6 months)

Validated pricing data and monitored SLA adherence for Lululemon pricing operations using SQL and Excel, analyzed workflow metrics for performance tracking, and configured/tested pricing rules in Oracle Retail.

SQL Excel Pricing Operations Data Validation SLA

Associate Software Engineer

Logic Information Systems

Jan 2013 - May 2016 (3 years 4 months)

Executed SQL-driven pricing data validation and data conversion for an Oracle Retail pricing implementation, ensuring pricing accuracy across master tables and downstream systems and designing test cases from functional specs.

SQL Data Migration Data Validation ETL

Education

Degrees, certifications, and relevant coursework

Great Learning

Post Graduate Program in Data Science & Generative AI, Data Science

2025 - 2026

Activities and societies: Completed capstone projects including Airbnb host prediction, churn, and sales revenue; built end-to-end pipelines and interactive dashboards.

Completed a Post Graduate Program in Data Science & Generative AI covering Python, SQL, statistics, machine learning, and GenAI with capstone projects and Tableau dashboards.