Petri (张鹏程)

Data Scientist

https://talent.gravityer.com/petri

PhD, Shanghai Jiao Tong University

Tencent

Key Strengths

Strong foundational knowledge in C++ and Python, demonstrated through multiple personal projects.
Experience with high-performance computing (Cuda) and vector search (TRIM project).
Exposure to various programming paradigms (functional with Haskell, Lisp-like languages with Peaze and Crisp).
Familiarity with build systems like CMake and project management tools like SBT.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects demonstrate a strong inclination towards exploring diverse programming languages and paradigms, including functional programming (Haskell) and language design (Peaze, Crisp, Tortoise). This indicates a curious and self-driven individual. However, the projects are predominantly personal and academic in nature, with limited evidence of collaborative or production-oriented work. The target role is Data Scientist, and while there are projects involving Python and Jupyter Notebook for data analysis (mcm_result, play_we_jump), the majority of projects lean towards low-level systems, language design, and high-performance computing, which might not directly align with typical Data Scientist responsibilities without further context. The single professional experience listed is current and as a Data Scientist at Tencent, but no details are provided to assess its relevance or depth.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, indicating no completed test.

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

TRIM

December 23, 2024 – Present

TRIM: Accelerating High-Dimensional Vector Search via Enhanced Triangle-Inequality-Based Pruning

View Project

tenann

July 15, 2024 – Present

tenann — GitHub repository

View Project

crisp

May 9, 2019 – March 15, 2022

Crisp: Compile-Time Interpreter for Lisp. A header-only library implemented with C++ templates.

View Project

peaze

January 13, 2018 – May 7, 2019

A lisp-like programming language running on JVM.

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scala_native_demo

January 4, 2018 – January 4, 2018

Demo for scala-c++ cross compile project using sbt and cmake (which could directly work with idea and clion).

View Project

realword-haskell

January 3, 2018 – January 8, 2018

My notes and exercise solutions of "real world haskell"

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play_we_jump

January 3, 2018 – January 3, 2018

可定制易扩展的微信跳一跳自动化工具

View Project

mcm_result

March 4, 2017 – March 4, 2017

数模美赛成绩抓取、分析工具

View Project

tortoise

March 4, 2017 – September 17, 2017

The Tortoise programming language for mathematical drawing.

View Project

template_cpp

July 29, 2016 – January 5, 2018

Toy codes of c++ template meta-programming

View Project

Key Strengths

Strong foundational knowledge in C++ and Python, demonstrated through multiple personal projects.
Experience with high-performance computing (Cuda) and vector search (TRIM project).
Exposure to various programming paradigms (functional with Haskell, Lisp-like languages with Peaze and Crisp).
Familiarity with build systems like CMake and project management tools like SBT.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, indicating no completed test.

Petri (张鹏程)

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit