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CG-INVENT
Data Scientist
June 16, 2026 – Present
hr-employee-attrition
November 4, 2020 – November 4, 2020
Python Machine Learning project on HR attrition solution. In this project we try to help HRs identify employees who are likely to leave the company.
View ProjectSentimentAnalysisApp
February 16, 2020 – February 16, 2020
A Tkinter Application which shows the sentiment of the text submitted for analysis. In an application format it would be easier for users to navigate and utilise it better.
View ProjectAnalyseSentimentApp
February 9, 2020 – February 9, 2020
Utilised Flask to create a small Web App to analyse Sentiment using VADER. It displays the Overall Sentiment and displays an appropriate picture relative to the Sentiment. The output screen shows the Name, text submitted for anlysis, Final Sentiment and the image relative to the Sentiment.
View ProjectSentimentAnalysisCompare
February 6, 2020 – February 6, 2020
Comparing the result of Sentiment Analysis with VADER and TextBlob
View ProjectSentiment-Analysis
December 28, 2019 – December 28, 2019
Sentiment Analysis of an Hashtag on Twitter and crude location based Sentiment Analysis on that data with visualistaion.
View ProjectWeb_Scraping
December 28, 2019 – December 28, 2019
A sample Web Scraping via Python on IMDB Website
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and focused on Python and basic data science tasks. While demonstrating initiative, the lack of diverse team projects or contributions to larger systems might indicate a need for development in collaborative environments. The current experience as 'Data Scientist' at CG-INVENT is listed as current with a future start date (2026), which is unusual and requires clarification. This makes it difficult to assess real-world cultural fit based on professional experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test score is 0, providing no insights.