Bin Dong 董斌

Data Scientist

https://talent.gravityer.com/bin-dong

Berkeley Lab

Key Strengths

Strong background in C++ and Python, essential for data science roles involving performance-critical computations and scripting.
Extensive experience with data-intensive projects (e.g., HDF5, parallel I/O, tensor operations), indicating familiarity with large-scale data handling.
Experience with Jupyter Notebook suggests proficiency in data exploration, analysis, and model prototyping.
Current role as a Data Scientist at Berkeley Lab, though no details are provided, implies direct relevance to the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong focus on high-performance computing, data structures, and scientific computing, which aligns well with research-oriented or data-intensive environments. The diversity of tools (C++, Python, Scala, Matlab, Shell) indicates adaptability. However, the projects are predominantly personal and lack explicit team collaboration details, making it difficult to fully assess cultural fit in a collaborative corporate environment.

Soft Skills & Operational Fit

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

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

LIOH5

April 1, 2024 – June 12, 2025

LIOH5 — GitHub repository

View Project

DASSA

December 11, 2023 – September 12, 2024

DASSA — GitHub repository

View Project

BinDong314.github.io

December 5, 2023 – May 28, 2024

BinDong314.github.io — GitHub repository

View Project

FasTensor

November 30, 2023 – September 29, 2025

FasTensor — GitHub repository

View Project

TensorSearch

October 27, 2023 – April 29, 2025

TensorSearch — GitHub repository

View Project

aiio

April 19, 2023 – August 28, 2023

aiio — GitHub repository

View Project

H5TurboPFor

September 14, 2021 – January 13, 2022

H5TurboPFor — GitHub repository

View Project

H5TurboPFor

September 3, 2021 – May 3, 2022

H5TurboPFor — GitHub repository

View Project

vpic-kokkos

August 21, 2019 – Present

Kokkos port of VPIC

View Project

h5spark

December 15, 2015 – February 17, 2021

Supporting Hierarchical Data Format and Rich Parallel I/O Interface in Spark

View Project

Key Strengths

Strong background in C++ and Python, essential for data science roles involving performance-critical computations and scripting.
Extensive experience with data-intensive projects (e.g., HDF5, parallel I/O, tensor operations), indicating familiarity with large-scale data handling.
Experience with Jupyter Notebook suggests proficiency in data exploration, analysis, and model prototyping.
Current role as a Data Scientist at Berkeley Lab, though no details are provided, implies direct relevance to the target role.

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.

Bin Dong 董斌

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit