About Me
I am having 5+ years of experience in data science domain, working from the scratch level to model building and prescriptive analytics. Strong enough to formulate a business problem into data science to increase the revenue of customers.
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Skills
Programming Language
Data & Analytics
Software Engineering
Web Development
Others
Database
Networking & Security
Development Tools
Graphic Design
Positions
Portfolio Projects
Company
Optimization project for technician allocation
Description
Main objective is to build an automated engine to allocate proper technician to fix different types of issues according to their skill set and availability.
I have worked as module lead from the scratch level till live in production.
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Linear ProgrammingTools
Jupyter NotebookCompany
NLP for customer ticket data to find customer dissatisfaction categories using topic modelling
Description
From the given text data as Jira tickets, main aim is to find customer pain categories and solving it as early as possible. By using topic modelling techniques and text rank algorithm technic.
I had done this as individual contributor.
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Skills
Natural Language ProcessingTools
PyCharmCompany
Logistic regression, decision trees, random forest to predict customer churn
Description
Aim is to find the onboarding person to be churn within a particular time span. Used logistic regression, decision trees and random forest to predict the target variable.
The whole process done in R studio and worked as data scientist in the project.
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R studio