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music-player
December 22, 2021 – December 29, 2021
A music player in Python using tkinter and pygame
View Projectrecommender-system
April 24, 2021 – May 17, 2021
The complete recommender system using both Collaborative FIltering and Content based filtering approaches, in addition to a web crawler, an API and the main website.
View ProjectDionysus
April 9, 2021 – May 17, 2021
A Movie recommendation system that has both Collaborative and Content based filtering techniques. It uses an API which recommends movies based on Collaborative Filtering technique.
View ProjectmoviesAPI
April 8, 2021 – May 10, 2021
A movie recommendation API that uses Collaborative filtering to make recommendations.
View ProjectMesoNet-DeepfakeDetection-WebApp
April 5, 2021 – May 8, 2021
A web app to obtain predictions from MesoNet, a CNN-based deepfake detector.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards personal learning and development, particularly in data science and web development. The diversity of projects, including recommender systems, chat applications, and deepfake detection, suggests a curious and self-motivated individual. However, the target role is 'Data Scientist', and while there are relevant projects, the overall breadth of technologies leans heavily towards front-end web development (EJS, CSS, JavaScript) rather than core data science tools and methodologies (e.g., advanced statistical modeling, big data platforms, MLOps). This indicates a potential gap in direct alignment with a senior Data Scientist role's typical requirements, but a good fit for a learning-oriented environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.