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Assessing your cultural and operational fit
BetterwayAssignment
January 4, 2026 – Present
Betterway Assignment 2026 : e-commerce site
View Projectrecommendation-system
September 6, 2025 – September 9, 2025
This is a content-based movie recommendation system built with Python and FastAPI, using the Bag of Words (BoW) technique. It recommends movies similar to a given movie by analyzing their overviews (descriptions) and computing similarity scores.
View ProjectSketchIt
August 18, 2025 – Present
A High-Performance Real-Time Multiplayer Drawing & Guessing Game
View ProjectNextWatch
June 22, 2025 – Present
Discover your next favorite movie. A smart movie discovery platform that uses machine learning to curate personalized recommendations based on your unique watchlist.
View Projectpost-pilot-website-project
June 23, 2024 – January 24, 2025
post-pilot-website-project — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and web-development focused, with one clear data science project ('recommendation-system'). This indicates a nascent interest in the target role of Data Scientist. The diversity of projects shows initiative, but a stronger portfolio directly aligned with data science would improve cultural fit for a specialized role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.