Key Skills

Software

No software listed

Top Subject Matter

E-commerce - Product Categorization

Logistics & Operations

Events & Hospitality

Top Data Types

Computer Code Programming

Text

Audio

Top Task Types

Computer Programming/Coding

Question Answering

Prompt + Response Writing (SFT)

Text Generation

Text Summarization

Classification

Segmentation

Function Calling

Transcription

Freelancer Overview

While my background is primarily in software development, I have hands-on experience working with AI systems and data pipelines that directly informs my approach to AI training data work. I completed a course in Building RAG Agents with LLMs (March 2025), which gave me practical exposure to how large language models consume, process, and retrieve structured and unstructured data, including the importance of clean, well-labeled datasets in producing accurate model outputs. I also designed and implemented a real-time AI chatbot interface using Pusher for live data streaming, where understanding how conversational data flows and is structured was critical to delivering a seamless user experience. Beyond AI-specific work, my experience as a software developer has equipped me with a strong technical foundation that translates well into data labeling and annotation tasks. I've worked extensively with Python, including libraries like NumPy and Pandas for data processing, and have built automation scripts using Selenium to extract and structure data from dynamic web sources. My engineering background, combined with my attention to detail through code reviews and quality-focused development practices, means I approach data tasks with both technical precision and a genuine understanding of how clean, consistent data shapes AI model performance.

Labeling Experience

Education

Work History