xiaoxuan

Data Scientist

https://talent.gravityer.com/xiaoxuan

ChinaMember since June 26, 2026

Key Strengths

Demonstrated proficiency in Python for data science and machine learning tasks.
Experience with competitive programming platforms (Kaggle) and achieving notable ranks.
Familiarity with deep learning frameworks (PyTorch) and computer vision (Mask-RCNN).
Exposure to various machine learning applications, including image classification and fraud detection.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and focused on competitive data science challenges. While demonstrating technical aptitude, there is no information on collaborative projects, team roles, or contributions to open-source initiatives beyond personal repositories. This makes it difficult to assess cultural fit for a team-oriented role.

Soft Skills & Operational Fit

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

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

TestBoy

September 8, 2023 – November 8, 2023

TestBoy writes unit tests for your code using GPT prompt chaining.

View Project

shawnau.github.io

January 31, 2020 – June 8, 2024

shawnau.github.io — GitHub repository

View Project

bilibili-invalid-fav-web

January 18, 2019 – February 22, 2019

bilibili-invalid-fav-web — GitHub repository

View Project

kaggle-HPA

November 16, 2018 – January 14, 2019

Kaggle Human Protein Atlas Image Classification 73th solution

View Project

mask_rcnn_pytorch

May 24, 2018 – July 3, 2018

PyTorch 0.4 implementation of Mask-RCNN that runs on linux/mac/win10 with GPU/CPU

View Project

kaggle-talkingData

April 24, 2018 – May 18, 2018

Kaggle TalkingData AdTracking Fraud Detection Challenge 48th solution

View Project

kaggle-NYTrip

August 20, 2017 – September 27, 2017

Kaggle New York City Taxi Trip Duration Solution 17th solution

View Project

flask_echarts

March 14, 2017 – May 17, 2018

example for rendering charts with flask & echarts

View Project

bilibili_scraper

July 16, 2016 – July 18, 2016

bilibili_scraper — GitHub repository

View Project

machine_learning

May 16, 2016 – March 26, 2017

machine_learning — GitHub repository

View Project

Key Strengths

Demonstrated proficiency in Python for data science and machine learning tasks.
Experience with competitive programming platforms (Kaggle) and achieving notable ranks.
Familiarity with deep learning frameworks (PyTorch) and computer vision (Mask-RCNN).
Exposure to various machine learning applications, including image classification and fraud detection.

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 are available.

xiaoxuan

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit