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A graduate data science student who is passionate about machine learning.
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ProgressiO Innovation Co.
Data Scientist
June 27, 2026 – Present
salenewOrld.github.io
May 29, 2025 – May 29, 2025
salenewOrld.github.io — GitHub repository
View Projectdriving-behavior-classification-prediction
January 31, 2023 – February 7, 2023
driving-behavior-classification-prediction — GitHub repository
View ProjectCOVID-19-7-Days-Death-Predictor
September 25, 2022 – January 2, 2023
This project predicts new COVID-19 deaths using regression models, following the CRISP-DM methodology. It includes data processing, model training, and deployment scripts, with detailed documentation and Jupyter notebooks for easy replication. The model was last trained in September 2022 and is deployment-ready.
View ProjectContainer-Optimization-and-3D-Visualization-on-Web-Application
August 25, 2022 – August 25, 2022
Application of Genetic Algorithm in order to solve an optimization problem; aims to find an optimal loading patterns for loading into a container.
View Projectreal-estate-price-prediction
August 14, 2022 – September 25, 2022
### Prediction algorithm type: Regression
View Projectnetflix-movies-suggestion
November 21, 2021 – December 11, 2021
netflix-movies-suggestion — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in data science and machine learning. The diversity of projects (prediction, optimization, web applications) suggests a broad technical curiosity. However, the lack of team-based projects or detailed descriptions makes it difficult to fully assess cultural fit, especially regarding collaboration and alignment with organizational values. The current role as 'Data Scientist' at 'ProgressiO Innovation Co.' aligns well with the target role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are brief, limiting insight into collaboration, problem-solving approaches, or communication style. No psychometric test results are available.