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Data Scientist
June 28, 2026 – Present
reddit-data-engineering
March 20, 2022 – August 5, 2022
An end-to-end data engineering pipeline to create a dashboard for the latest content on the r/Stocks subreddit
View Projectfirstyearofcovid-19
August 2, 2021 – August 2, 2021
This study looks at the content on Reddit’s COVID-19 community, r/Coronavirus, to capture and understand the main themes and discussions around the global pandemic, and their evolution, over the first year. It is based on 356,690 submissions and 9,413,331 comments corresponding to the period of 20th January 2020 and 31st January 2021. On each of these datasets we carried out analysis based on lexical sentiment and topics generated from unsupervised topic modelling. The study found that negative sentiments show higher ratio in submissions while negative sentiments were of the same ratio as positive ones in the comments. Terms associated more positively or negatively were identified. Upon assessment of the upvotes and downvotes, this study also uncovered contentious topics, particularly “fake” or misleading news. Through topic modelling, 9 distinct topics were identified from submissions while 20 were identified from comments. Overall, this study provides a clear overview on the dominati
View ProjectCZ4032-Topic-Modelling-LDA
November 20, 2020 – November 20, 2020
CZ4032 Data Analytics and Mining - Topic Modelling using LDA with business reviews from the Yelp dataset.
View ProjectMDP19
February 7, 2020 – September 29, 2020
An Android app for a robotic system that can autonomously explore and traverse an unknown area with obstacles
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards data science and analytics, particularly in text analysis and data engineering. The current role as a Data Scientist aligns well with the target role. However, the projects are all personal, and there is no information on collaborative work or team environments, making a comprehensive cultural fit assessment challenging. The experience level is listed as 0, which contradicts the current Data Scientist role, suggesting potential data inconsistency or a very recent start in the role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.