Xiaohui Liu

Data Scientist

https://talent.gravityer.com/xiaohui-liu

Postdoctoral Fellow, Geospatial Data Scientist, Hazard Risk Communication Expert

Bethesda, Moldova

Key Strengths

Demonstrated interest in data science and machine learning through personal projects.
Experience with Python and Jupyter Notebook for data-related tasks.
Exposure to various data sources and APIs (e.g., Google Vision API, Twitter streaming).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a self-driven interest in data science and machine learning, which aligns with a data scientist role. The diversity of projects, from geographic research to biomedical programming and social media data processing, indicates a broad curiosity and willingness to explore different domains. However, the projects are primarily personal and workshop-based, suggesting a learning phase rather than extensive professional experience. The lack of team-based projects or explicit collaboration details makes it difficult to fully assess cultural fit beyond individual initiative.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and 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

National-Provider-Identifier_Pediatric_Oncologists_geolocations

August 25, 2021 – February 15, 2022

National-Provider-Identifier_Pediatric_Oncologists_geolocations — GitHub repository

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Integrating-Machine-Learning-into-Geographic-Research

February 17, 2021 – February 17, 2021

This repo is a copy of workshop "Integrating Machine Learning into Geographic Research" by Dr. Yingjie Hu

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MongoDB-test-code

July 14, 2020 – July 14, 2020

MongoDB-test-code — GitHub repository

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Using-Python-Access-Database

July 14, 2020 – July 14, 2020

Using-Python-Access-Database — GitHub repository

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BIOF085

May 12, 2020 – May 12, 2020

Workshop: Introduction to Data Science using Python

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Public-tools

May 10, 2020 – May 10, 2020

Script/tools to make everyone's life easier

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Stream-Process-COVID-19_Tweets

April 7, 2020 – November 2, 2021

Tried to stream and download historical tweets

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GoogleVisionAPI_CommunityofMine

April 7, 2020 – March 15, 2023

Loop through 1 million Google Street images using Google Vision API

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R_biomedical_programing

March 2, 2020 – March 2, 2020

R_biomedical_programing — GitHub repository

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Machine-Learning-Health

November 5, 2019 – November 6, 2019

Machine-Learning-Health — GitHub repository

View Project

Key Strengths

Demonstrated interest in data science and machine learning through personal projects.
Experience with Python and Jupyter Notebook for data-related tasks.
Exposure to various data sources and APIs (e.g., Google Vision API, Twitter streaming).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

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

Xiaohui Liu

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit