Ashish Tyagi
Senior Manager - Data Science at EXL Analytics
- Role
- Senior Manager at EXL
- Location
- Jersey City, NJ, US
- LinkedIn followers
- 500 followers
About Ashish Tyagi
Leveraged ChatGPT to understand member pain points and launched personalized campaigns to improve member experience• Campaign impact evaluation using balancing techniques (IPTW and Propensity Matching) for non-RCT campaigns like email survey• Building Python scripts/Dashboard in production for monthly report generation• Customer segmentation using unsupervised clustering (K-Means, Agglomerative Clustering) for consumer archetyping, identification of pain points and content selection for digital campaigns.• Modelling churn of customers in the healthcare industry, using supervised models (Logistic Regression and Random Forest) to determine feature importance and causal drivers of lapse-retension in the insurance market.• Analyzing very large datasets (20 million pop.) on Hadoop ecosystem using Hive and PySpark
Experience
Senior Manager
Aug 2023 — Present · NJ, US
Education
DEWAN INSTITUTE OF MANAGEMENT STUDIES, MEERUT
Master of Computer Applications (MCA)
2008 — 2011
Skills
- C++
- Ado.net
- Sql
- Asp.net
- Oracle Sql
- Microsoft Office
- C
- Web Services
- Mysql
- Javascript
- Xml
- Html
- Databases
- Ajax
- Asp.net Mvc
- Jquery
- Tableau
- Power Bi
- Microsoft Sql Server
- Linq
- C# 4.0
- C#
- .net
- Oracle
- Visual Studio
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