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ByteDance
Data Scientist
June 19, 2026 – Present
LLM-Brained-GUI-Agents-Survey
November 14, 2024 – June 23, 2025
GitHub page for "Large Language Model-Brained GUI Agents: A Survey"
View Projectcuhk-adore.github.io
September 2, 2019 – September 23, 2019
Website for ADORE impact case
View ProjectinterpretableNLP
July 11, 2019 – December 13, 2020
A list of publications on NLP interpretability (Welcome PR)
View Projectawesome-machine-learning-reliability
November 16, 2018 – April 26, 2021
A curated list of awesome resources regarding machine learning reliability.
View Projectkeyphrase-generation-rl
August 11, 2018 – July 3, 2020
Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"
View ProjectLog3C
July 26, 2018 – July 6, 2023
Log-based impactful problem identification using machine learning [FSE'18]
View ProjectCultural Fit Analysis
The candidate's projects are heavily research-oriented and academic, which aligns with a data scientist role focused on innovation and problem-solving. However, the lack of diverse project types (e.g., production system development, business impact analysis) and limited explicit skill declarations beyond Python might indicate a narrower scope of experience for a senior role. The experience level is 0, which contradicts the current role at ByteDance, suggesting a potential data inconsistency or a very recent entry into the role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.