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Nanda-Ganta/README.md

Hello World!

๐Ÿ”ค Language / เฐญเฐพเฐท / เคนเคฟเค‚ / Idioma: ๐Ÿ‡บ๐Ÿ‡ธ EN | ๐Ÿ‡ฎ๐Ÿ‡ณ เฐคเฑ† | ๐Ÿ‡ฎ๐Ÿ‡ณ เคนเคฟเค‚ | ๐Ÿ‡ช๐Ÿ‡ธ ES

My name is Nanda Gowri Ganta (she/her). I'm a data professional turning messy data into production-ready pipelines, self-serve BI, and ML systems that drive real decisions. Currently based in Dallas, TX ๐Ÿ‡บ๐Ÿ‡ธ.

"A reproducible analysis doesn't mean saving the notebook โ€” it means someone else can run it end-to-end on new data without calling you in a panic."
โ€” Something I learned the hard way ๐Ÿ˜…


๐Ÿ›  Core Stack

Languages & Query

Python ย  SQL ย  R

Data Engineering & Warehousing

Snowflake ย  BigQuery ย  Airbyte ย  dbt ย  AWS ย  Azure

Analytics & BI

Tableau ย  Power BI ย  Looker ย  Excel

ML & Data Science

scikit-learn ย  Pandas ย  NumPy ย  Jupyter

Other

git ย  VS Code


๐Ÿ“– Currently learning / leveling up on

LLMs ย  dbt ย  Airflow ย  Analytics Engineering


๐Ÿš€ Selected Projects

๐Ÿ” Customer Churn Prediction

Built an end-to-end ETL pipeline on 3M+ behavioral records using Python, SQL, and Tableau. Applied statistical modeling and hypothesis testing to deliver actionable insights that reduced customer churn by 15%.

๐Ÿ“Š Financial BI Modernization

Designed a scalable dimensional data model that offloaded 70% of analytical load from ad-hoc queries, enabling self-serve BI reporting for finance operations. Built in Python, SQL, Excel, and Tableau.

๐Ÿ” User Behavior Risk Analysis

Surfaced 10+ operational risk patterns across 4M+ user records using stratified sampling and experimental design. Findings translated into executive-facing strategy recommendations.

๐Ÿ† UNT 2025 Hackathon Winner

Led a team of 5 to build an end-to-end AI analytics platform from concept to demo at the UNT Interdisciplinary Hackathon.


๐Ÿ’ผ Experience highlights

Role Company Impact
Data Analyst (Contract) Ascend Learning โ†“ data errors 20%, โ†“ costs 30%
Data Analyst University of North Texas 10M+ record ETL, ML tagging 68%โ†’85%
Data Analyst Schaffen Softwares 30 BI dashboards, โ†‘ customer ROI 6%

๐ŸŽ“ Education

MS Business Analytics โ€” University of North Texas, 2025
GPA 3.81/4.0 ยท UNT Merit Scholar (3 semesters)


๐Ÿ” Where to find me

LinkedIn ย  Email

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