寒词

Data Scientist

https://www.opentalent.in/candidate-512

自强不息,知行合一

National University of Singapore

Key Strengths

Demonstrated interest in Data Science through personal projects like 'Air Quality Forecasting' and 'Employee Profiling'.
Experience with Jupyter Notebook for data analysis and modeling.
Exposure to Python for data-related tasks ('document_extraction').

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project history shows a strong inclination towards Android development and system customization, which is a significant deviation from the target role of Data Scientist. While there are a few data science projects, the majority of personal projects are unrelated, suggesting a potential misalignment in core interests or a broad, unfocused skill set. The single listed professional experience as 'Data Scientist' at National University of Singapore is current but lacks details on responsibilities or achievements, making it difficult to fully assess cultural fit for a dedicated data science role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, indicating no completed assessment for these areas.

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Projects

document_extraction

April 21, 2025 – June 9, 2025

document_extraction — GitHub repository

View Project

android_device_lenovo_J607Z

October 5, 2022 – October 8, 2022

android_device_lenovo_J607Z — GitHub repository

View Project

Hackintosh_M910Q_QTJ2

August 20, 2022 – August 24, 2022

Hackintosh_M910Q_QTJ2 — GitHub repository

View Project

Air_Quality_Forecasting

July 4, 2022 – August 2, 2022

Air Quality Time Series Forecasting using Statsmodel

View Project

Employee_Profiling

July 2, 2022 – August 2, 2022

IBM Employee Profiling using Clustering

View Project

Origin_Vendor_Xiaomi_Picasso

February 17, 2021 – February 23, 2021

OriginOS1.0 For Redmi K30 5G

View Project

Spectrum_UnlockBL_Tool

January 22, 2021 – July 5, 2022

Spectrum_UnlockBL_Tool — GitHub repository

View Project

android_device_realme_RMX2173

December 22, 2020 – January 18, 2021

Device Tree for Realme Q2 Pro

View Project

android_vendor_realme_RMX2173

December 20, 2020 – December 31, 2020

Vendor Tree for Realme Q2 Pro

View Project

android_device_xiaomi_picasso

July 15, 2020 – August 20, 2021

Android 10 Device Tree for Redmi K30 5G

View Project

Key Strengths

Demonstrated interest in Data Science through personal projects like 'Air Quality Forecasting' and 'Employee Profiling'.
Experience with Jupyter Notebook for data analysis and modeling.
Exposure to Python for data-related tasks ('document_extraction').

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, indicating no completed assessment for these areas.

寒词

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit