Khoo Ed Win

Data Scientist

https://talent.gravityer.com/khoo-ed-win

Currently pursuing my Bachelor of Software Engineering (Honours) Degree, I created personal projects to hone my skills and gain experience.

Pulau Pinang, Malaysia

Key Strengths

Demonstrated interest in Data Science through personal projects like 'emotion-predictor' and 'best-countries-eda'.
Experience with Python and Jupyter Notebook for data analysis and machine learning tasks.
Basic understanding of machine learning model implementation (MultinomialNB, Linear Regression).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show initiative and a self-starter attitude, which can be a positive cultural fit. However, the lack of team-based projects or professional experience makes it difficult to fully assess collaboration and broader cultural alignment. The projects are diverse in technology (Python, Vue, TypeScript) but all are personal, indicating a potential for independent work.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

emotion-predictor

March 16, 2024 – March 30, 2024

MultinomialNB machine learning model trained and used to create a Flask app to predict emotions from a text message.

View Project

Edwin-Kh

February 21, 2024 – May 3, 2024

Edwin-Kh — GitHub repository

View Project

portfolio

January 27, 2024 – June 13, 2024

Portfolio website that displays my personal career blogs, projects and professional information using Nuxt3.

View Project

best-countries-eda

January 27, 2024 – March 16, 2024

Exploratory Data Analysis and some Linear Regression machine learning on a public data set.

View Project

Key Strengths

Demonstrated interest in Data Science through personal projects like 'emotion-predictor' and 'best-countries-eda'.
Experience with Python and Jupyter Notebook for data analysis and machine learning tasks.
Basic understanding of machine learning model implementation (MultinomialNB, Linear Regression).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Khoo Ed Win

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit