Haritha Vellampalli
Data Scientist | Machine Learning, Deep Learning, Analytics
- Role
- Data Scientist at GM Financial
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Haritha Vellampalli
Seasoned Data Scientist with over five years of experience, adept in delivering…
Experience
Data Scientist
Jan 2022 — Present · Fort Worth, TX, US
Currently working in their remarketing team in analyzing and pricing for the resale of previously leased or loaned vehicles from General Motors to consumers and dealers across North American continent. o Engineered a sales monitoring tool by designing inference models that assess marginal effects. This initiative is on track to boost profits by improving current production models through rigorous A/B testing and full factorial experiments.o Spearheaded the development of an analytical dashboard utilizing Power BI to equip the team with detailed market trends.o Translated analytical findings into compelling narratives for executive presentations, thereby supporting strategic planning and decision-making.o Partnered with data engineering team to migrate into Databricks from Kubeflow, which includes database transitions, creating and validating ETL pipelines, rewriting utility programs using PySpark, strategizing data lake and data warehouses.o Created and deployed functioning data processing pipelines that deal with transformation, preparation, and basic analysis.
Skills
- Data Analytics
- Big Data
- Data Mining
- Hadoop
- Decision Modeling
- Text Mining
- Social Network Analysis
- Natural Language Processing
- Machine Learning
- Optimization
- Decision Analysis
- Selenium
- Microsoft Test Manager
- Sql
- C++
- C
- Agile Methodologies
- Team Management
- Management
- Microsoft Sql Server
- Pl/Sql
- Python
- Databases
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