Jixian Su

Data Scientist

https://www.opentalent.in/jixian-su

Member since June 26, 2026

Key Strengths

Demonstrated interest in Graph-based Machine Learning and Retrieval-Augmented Generation (RAG) through multiple personal projects (Awesome-GraphRAG, GraphRAG).
Experience with Python for machine learning projects (ML-project-Retrosynthetic-Planning, PromptDecomposer, PromptProfiler, prompt_shapley).
Familiarity with C++ for system-level projects (DynamicGraphStorage, CS2303_Project2, OS2302_Project).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show a strong inclination towards research and development in AI/ML, particularly in graph-based methods and prompt engineering. This aligns well with an innovative, research-driven culture. However, the lack of professional experience or team-based projects makes it difficult to fully assess cultural fit.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or 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

prompt_shapley

April 13, 2026 – Present

prompt_shapley — GitHub repository

View Project

PromptProfiler

April 11, 2026 – Present

PromptProfiler — GitHub repository

View Project

PromptDecomposer

April 10, 2026 – Present

PromptDecomposer — GitHub repository

View Project

sjx07.github.io

September 30, 2025 – Present

sjx07.github.io — GitHub repository

View Project

GraphRAG

April 2, 2025 – April 2, 2025

GraphRAG — GitHub repository

View Project

Awesome-GraphRAG

January 23, 2025 – March 13, 2025

A list of papers for Graph Retrieval-Augmented Generation (GraphRAG).

View Project

DynamicGraphStorage

January 10, 2025 – March 4, 2025

DynamicGraphStorage — GitHub repository

View Project

ML-project-Retrosynthetic-Planning

June 15, 2023 – June 16, 2023

Retrosynthetic Planning with Machine Learning

View Project

CS2303_Project2

April 10, 2022 – May 19, 2022

CS2303_Project2 — GitHub repository

View Project

OS2302_Project

March 8, 2022 – March 28, 2022

OS2302_Project — GitHub repository

View Project

Key Strengths

Demonstrated interest in Graph-based Machine Learning and Retrieval-Augmented Generation (RAG) through multiple personal projects (Awesome-GraphRAG, GraphRAG).
Experience with Python for machine learning projects (ML-project-Retrosynthetic-Planning, PromptDecomposer, PromptProfiler, prompt_shapley).
Familiarity with C++ for system-level projects (DynamicGraphStorage, CS2303_Project2, OS2302_Project).

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 provided.

Jixian Su

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit