Vichea

Data Scientist

https://www.opentalent.in/vichea

Software Engineer

Irving, TexasMember since June 24, 2026

Key Strengths

Diverse project experience across various technologies including Rust, Java, Python, and JavaScript.
Demonstrated ability to work on full-stack applications (e.g., mini-pms, ecom-micro-service).
Experience with containerization (Dockerfile) and scripting (Shell, Batchfile, Powershell).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate has a strong portfolio of personal projects, indicating initiative and a passion for development. However, the projects are heavily skewed towards web development, microservices, and general software engineering, with only one project ('kesa_old') directly related to data labeling and augmentation using Python and Jupyter Notebook. This suggests a potential mismatch with a 'Data Scientist' target role, as core data science skills (e.g., statistical modeling, machine learning, data analysis, big data technologies) are not prominently featured or demonstrated. The breadth of technologies is good, but the depth in data science is lacking.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

ReactDotNetCore

June 22, 2026 – Present

React components as ASP.NET Core MVC Views - server-side rendered no API or SPA

View Project

gitk-rs

March 11, 2026 – Present

A modern Git visualization tool written in Rust with a React frontend, built with Tauri.

View Project

ocel

August 7, 2025 – November 2, 2025

ocel — repository

View Project

kroma-pos

May 5, 2025 – December 9, 2025

open-source, offline-first Point of Sale (POS) system built with React and Electron, designed to empower small and medium-sized businesses

View Project

ecom-micro-service

November 15, 2024 – November 21, 2024

Enterprise Ecommerce Microservice with Spring boot DDD and CQRS

View Project

SearchBugs

July 24, 2024 – Present

A open-source Bugs report software build in .NET Core

View Project

mini-pms

February 4, 2024 – February 19, 2024

Property management system website using React js and Spring.

View Project

chuonnath

December 17, 2023 – April 29, 2024

Chuon Nath Khmer dictionary

View Project

bagel-pos-frontend

October 24, 2023 – February 12, 2024

Live Preview

View Project

kesa_old

January 2, 2023 – August 10, 2023

tool for data labeling, conversion and augmentation

View Project

Key Strengths

Diverse project experience across various technologies including Rust, Java, Python, and JavaScript.
Demonstrated ability to work on full-stack applications (e.g., mini-pms, ecom-micro-service).
Experience with containerization (Dockerfile) and scripting (Shell, Batchfile, Powershell).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

Vichea

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit