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Oracle (Cloud Appliactions)
Software Engineer
June 15, 2026 – Present
recommender-systems
June 8, 2019 – June 11, 2019
Implementation of recommender systems using collaborative filtering (with and without baseline), SVD, and CUR.
View Projectlyrics-based-song-retrieval
June 8, 2019 – June 11, 2019
An implementation of a domain specific information retrieval system, particularly to look up song names/details with only its lyrics as the input. Primarily engineered using NLTK and PyQt.
View Projectconvex-hulls-gui
June 8, 2019 – June 10, 2019
This GUI primarily provides a means to visualize three important convex hull algorithms, specifically the Jarvis March, the Graham Scan, and the Kirk-Patrick-Seidel approaches. Primarily written in C++ and Qt; also includes documentation generated from Doxygen.
View Projecttext-extraction-summariser
June 8, 2019 – June 10, 2019
Typical automatic text summarisation makes use of either an extraction or an abstraction based model. This project specifically is an implementation of a feature-based extraction summariser. Primarily engineered using Python 2.7
View Projectse-project-template
March 1, 2019 – March 1, 2019
se-project-template — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards data science and machine learning, which aligns with a Data Scientist role. However, the projects are predominantly personal and academic in nature, with limited evidence of team collaboration or industry-specific problem-solving. The current professional experience is in Software Engineering, not directly Data Science, which might indicate a career transition. The breadth of skills is somewhat narrow for a senior Data Scientist, focusing heavily on Python for ML/DS and some C++/web development for other personal projects. The lack of diverse project types beyond personal academic explorations limits the assessment of cultural fit in a dynamic team environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's current role as a Software Engineer at Oracle (Cloud Applications) suggests exposure to professional environments, but no details are provided regarding collaboration, problem-solving, or communication within that role.