Key Skills

Software

Mindrift

Toloka

OneForma

iMerit

Top Subject Matter

Healthcare

Finance- fraud Detection

E-commerce

Top Data Types

Text

Image

Audio

Top Task Types

Data Collection

Evaluation/Rating

Text Summarization

Question Answering

Text Generation

Segmentation

Prompt + Response Writing (SFT)

Computer Programming/Coding

Freelancer Overview

My background is in backend and full-stack engineering, where I've spent 4+ years working across complex workflows that demand precision, structured thinking, and consistent quality skills that translate directly into data labeling and AI training work. I've built and evaluated systems involving APIs, authentication flows, database design, and multi-layer application architecture, which gives me a strong foundation for labeling technical content such as code, reasoning tasks, and developer-facing prompts with accuracy and context others might miss. Through my Software Engineering training at Semicolon and hands-on project work — including REST APIs, CRUD systems, and full-stack applications, I've developed a habit of catching edge cases, following instructions carefully, and delivering work that holds up under scrutiny. I understand how AI systems are built and what good training data actually needs to look like, which means I don't just label mechanically — I label with intent.

Labeling Experience

Education

Work History