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Research Scientist @ByteDance-Seed; MS@CMU; BS @SEU; MLSys
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Assessing your cultural and operational fit
CMU -> ByteDance Seed
Data Scientist
June 27, 2026 – Present
Triton-distributed
April 2, 2025 – Present
Distributed Compiler based on Triton for Parallel Systems
View ProjectShadowKV
October 22, 2024 – May 1, 2025
[ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
View ProjectSpeculativeRejection
October 17, 2024 – October 29, 2024
[NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection
View ProjectHexGen
November 30, 2023 – May 6, 2024
[ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
View ProjectBMAD
June 7, 2023 – June 9, 2025
BMAD hold a Creative Commons Attribution-NonCommercial-ShareAlike (CC BY-NC-SA) license
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards academic research and personal projects, many of which are highly relevant to advanced AI/ML and Data Science. The target role of 'Data Scientist' aligns well with the technical depth shown. However, the lack of diverse project types (e.g., business-oriented, product development) or team-based professional experience outside of research might indicate a learning curve for a more product-focused or collaborative corporate environment. The single listed professional experience is future-dated, providing no current or past professional context.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a strong drive for research and innovation, often collaborating on projects with significant academic impact. However, without psychometric test results or interview data, it is difficult to assess specific soft skills like teamwork, communication, or stress handling. The focus on personal projects suggests a high degree of self-motivation and initiative.