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White Crow

@whitecrow

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Senior Software Engineer at LabelBox who developed LLM workflows that cut manual document processing by 70%.

Vietnam

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At LabelBox, I developed AI-powered web applications with Python, FastAPI, React, and TypeScript, supporting 20K+ monthly active users. I also built LLM workflows that reduced manual document processing by 70% and RAG pipelines that improved retrieval accuracy by 35%.

Previously, I led design and architecture for a microservices-based e-commerce platform at CACO FURNITURE COMPANY LIMITED, creating 80+ RESTful and GraphQL APIs and deploying an AWS Lambda KPI platform that cut infrastructure costs by 30%. At CRYSTAL GIFTS LIMITED, I worked on e-commerce, SaaS, and booking platforms and helped improve performance by optimizing SQL queries and data processing.

Experience

Work history, roles, and key accomplishments

Senior Full Stack ML Engineer

LabelBox

May 2025 - Apr 2026 (11 months)

Developed AI-powered web applications using Python, FastAPI, React, TypeScript, and PostgreSQL, supporting 20K+ monthly active users. Built LLM-powered workflows and RAG pipelines, improving retrieval accuracy and reducing manual processing efforts.

Python fastAPI React TypeScript PostgreSQL Gemini OpenAI API Lang Chain RAG Vector Databases AWS Docker CI CD

Sr. Full Stack Engineer

Menumiz

Nov 2024 - Apr 2025 (5 months)

Modernized a legacy enterprise platform using ASP.NET Core, C#, React, and TypeScript. Developed and optimized RESTful APIs, improving response times and implementing CI/CD pipelines.

ASP.NET Core C#React TypeScript REST APIs CI CD

Sr. Full Stack Engineer

CACO FURNITURE COMPANY LIMITED

Aug 2022 - Sep 2024 (2 years 1 month)

Led design and architecture for a microservices-based E-commerce platform using React, Laravel, and Vue.js. Improved system reliability by creating RESTful and GraphQL APIs and optimizing AWS infrastructure.

React Laravel Vue.Js REST APIs GraphQL AWS AWS Lambda Amazon Cognito CI CD Python Test Driven Development Jest

Full Stack Engineer

CRYSTAL GIFTS LIMITED

Aug 2015 - Jun 2022 (6 years 10 months)

Improved application performance by optimizing SQL queries and data aggregation for large datasets. Customized and launched 5 projects including E-commerce, SaaS, and booking platforms using React, Vue.js, Laravel, and Node.js.