Navya Ghanta
Data Analyst | ETL & Cloud Analytics Specialist | Python, R, SQL, Snowflake, AWS, Informatica | BFSI & Healthcare| Open for Full Time Roles
- Role
- Data Scientist at Southwest Airlines
- Location
- Youngstown, OH, US
- LinkedIn followers
- 500 followers
About Navya Ghanta
Most dashboards get built. Mine get used to make $-decisions at the executive level. I\'m…
Experience
Data Scientist
Apr 2024 — Present · Dallas, TX, US
As a Data Scientist at Southwest Airlines, I work on high-impact analytics and machine learning initiatives that support operational efficiency, predictive modeling, and business intelligence. My responsibilities span the full data science lifecycle, from data ingestion to advanced analytics and reporting.Key Contributions:Wrote complex SQL queries to validate data across reports generated by Cognos, ensuring data accuracy and consistency.Built scalable ML pipelines and solutions using Python, GCP BigQuery, and Dataflow, processing both structured and unstructured data.Developed an object detection model using YOLO and TensorFlow, including non-max suppression to refine bounding box accuracy.Designed and evaluated ML models using cross-validation, AUC, ROC curves, and log loss to ensure robust predictive performance.Applied XGBoost for statistical modeling, with both classification and regression models integrated through NLP feature engineering.Created and automated Tableau dashboards and GCP-based reports to provide real-time insights into passenger demand and operational metrics.Collaborated with cross-functional teams to define KPIs and deliver tailored BI solutions that support business growth and decision-making.Built feature-rich datasets by merging multiple sources including student essays, LORs, and client performance metrics for modeling purposes.Leveraged ElasticSearch and Kibana for exploratory data analysis and visual performance monitoring.Applied advanced data cleaning, feature scaling, and engineering techniques using pandas and NumPy for deep learning model readiness.
Education
Youngstown State University
Master's degree
2023 — 2025
Dr.k.k.r's Gowtham school
SSC
2015 — 2016
Vignan's Foundation of Science, Technology & Research, Guntur
Bachelor of Technology - BTech
2018 — 2022
Narayana Junior College - India
Intermediate
2016 — 2018
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