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St Xavier's College - Kolkata West Bengal
Data Scientist
June 21, 2026 – Present
Simulating-the-2026-FIFA-World-Cup-with-Regularized-XGBoost
June 6, 2026 – Present
Simulating-the-2026-FIFA-World-Cup-with-Regularized-XGBoost — GitHub repository
View ProjectMachine-Learning-Based-Most-Valuable-Player-Index-for-the-Indian-Premier-League
June 4, 2026 – Present
Machine-Learning-Based-Most-Valuable-Player-Index-for-the-Indian-Premier-League — GitHub repository
View ProjectBerksons-Paradox
June 4, 2026 – Present
This project demonstrates Berkson's Paradox using Google Play Store app ratings & reviews. Analyzes correlation changes between all apps and a 'top-tier' subset. Includes data loading, cleaning, and visualizations to illustrate how selection bias can invert observed relationships. Language: Python
View ProjectFake-News-Detection-and-Evaluation-with-Confusion-Matrix
June 4, 2026 – Present
An end-to-end Python NLP pipeline classifying true/fake news. Cleans text using regex, uses TF-IDF vectorization, and compares Logistic Regression with Decision Trees. Optimizes results via GridSearchCV cross-validation for maximum accuracy. Language: Python. Packages: Pandas, Scikit-Learn.
View ProjectMultivariate-Data-Analysis-Boston-Housing-Dataset.
March 21, 2026 – Present
This repository contains a comprehensive multivariate data analysis of the Boston Housing Dataset (506 observations, 14 variables). The project focuses on identifying the key socio-economic, structural, and environmental factors that influence the median value of owner-occupied homes (medv) in Boston suburbs.
View ProjectMUSIC-AND-PRODUCTIVITY
December 26, 2025 – Present
MUSIC-AND-PRODUCTIVITY — GitHub repository
View ProjectIndian-Chess-Growth-Analysis-Visualisation
July 9, 2025 – July 9, 2025
This project visualizes India's remarkable rise as a global chess powerhouse, spotlighting Tamil Nadu's dominance in producing grandmasters and young prodigies. Through interactive plots, it explores the players' opening preferences, accuracy patterns, and performance across formats, revealing strategic trends behind India's chess revolution.
View ProjectSwift-Bank
July 1, 2025 – July 1, 2025
A simple Java-based banking application that simulates basic banking operations such as KYC, savings accounts, fixed deposits, recurring deposits, and mutual funds.
View ProjectCultural Fit Analysis
The candidate's projects are primarily academic or personal, focusing on data science and machine learning. This aligns with a data-driven culture. However, the lack of team-based projects or professional experience beyond a current role with a future start date limits the assessment of cultural fit in a collaborative work environment. The diversity of projects shows a broad interest within data science.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to work on self-directed projects, but collaboration and communication skills are not evaluated.