Zian(Andy) Zheng

Data Scientist

https://talent.gravityer.com/zianandy-zheng

Founding Skydiver @ Reactor Prev @ UWaterloo | @NUS HPC-AI Lab

Canada

Key Strengths

Extensive personal project experience in Large Language Models (LLMs) and data processing for AI.
Proficiency in Python and Shell scripting, essential for data science and MLOps.
Experience with TensorFlow Datasets (TFDS) indicates familiarity with data pipelines for machine learning.
Demonstrated interest in open-source contributions (OpenMoE, RedPajama, AdaVocab).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards open-source contributions and research-oriented personal projects, which could indicate a proactive and collaborative mindset. However, the lack of diverse project types or team-based work makes it difficult to fully assess cultural fit. The projects are highly focused on LLMs and data preparation, aligning well with a Data Scientist role, particularly in an AI-focused environment.

Soft Skills & Operational Fit

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

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

video-prompt-tokens-playground

May 23, 2026 – Present

video-prompt-tokens-playground — GitHub repository

View Project

InteractiveDataCollection

June 5, 2025 – June 5, 2025

InteractiveDataCollection — GitHub repository

View Project

AdaVocab-llama

May 18, 2024 – September 3, 2024

AdaVocab-llama — GitHub repository

View Project

My-HPC-Tunnels

May 9, 2024 – October 20, 2024

My-HPC-Tunnels — GitHub repository

View Project

AdaVocab

May 4, 2024 – June 24, 2024

AdaVocab — GitHub repository

View Project

Orion-Zheng.github.io

January 5, 2024 – May 9, 2025

Zheng Zian's Academic Page

View Project

the_stack_tfds

October 2, 2023 – October 2, 2023

Scripts to generate TFDS format of the-stack-dedup dataset.

View Project

redpajama_tfds

October 2, 2023 – October 2, 2023

Scripts to generate TFDS format of Redpajama dataset.

View Project

OpenMoE

August 8, 2023 – March 8, 2024

A family of open-sourced Mixture-of-Experts (MoE) Large Language Models

View Project

Key Strengths

Extensive personal project experience in Large Language Models (LLMs) and data processing for AI.
Proficiency in Python and Shell scripting, essential for data science and MLOps.
Experience with TensorFlow Datasets (TFDS) indicates familiarity with data pipelines for machine learning.
Demonstrated interest in open-source contributions (OpenMoE, RedPajama, AdaVocab).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

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

Zian(Andy) Zheng

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit