Key Skills

Software

Toloka

Mindrift

Internal/Proprietary Tooling

Top Subject Matter

AI Response Evaluation / Data Quality

Education and Tutoring

Health Care and Life Sciences

Top Data Types

Text

Image

Video

Top Task Types

Data Collection

Bounding Box

Question Answering

Text Generation

Text Summarization

RLHF

Transcription

Freelancer Overview

I have experience in AI training through remote roles, including working as a **Toloka AI Agent Assistant**, where I was trained to vet the work of AI agents, identify mistakes, and correct their outputs to make them more accurate, relevant, and useful. In this role, I was encouraged to use multiple AI tools to cross-check information and improve accuracy, while still applying my own judgment to ensure the final response met the required standard. I also worked as an **AI Data Contributor** with an India-based company, where I held live conversations to help train AI systems to better understand human communication patterns and respond more naturally. Beyond formal roles, I have also used **ChatGPT, Gemini, and other AI tools extensively** for both academic and non-academic purposes. This has helped me understand how AI responds, where it commonly makes mistakes, and how to guide it toward clearer, more accurate, and more useful outputs. My attention to detail, medical training, tutoring experience, and strong communication skills make me well-suited for AI training and evaluation work.

Labeling Experience

Toloka Data Annotator

TolokaText

I performed guideline-based annotation and validation tasks for text-focused AI projects. My responsibilities included quality checking model outputs and flagging any instruction violations or inconsistencies. I ensured all work was accurate and consistent while operating independently on a remote basis. • Performed annotation and validation according to provided guidelines. • Conducted pairwise comparison and relevance assessment of model outputs. • Identified and flagged instruction violations and ambiguous responses. • Maintained high accuracy in independent remote tasks.

I performed guideline-based annotation and validation tasks for text-focused AI projects. My responsibilities included quality checking model outputs and flagging any instruction violations or inconsistencies. I ensured all work was accurate and consistent while operating independently on a remote basis. • Performed annotation and validation according to provided guidelines. • Conducted pairwise comparison and relevance assessment of model outputs. • Identified and flagged instruction violations and ambiguous responses. • Maintained high accuracy in independent remote tasks.

2026 - Present

AI Data Contributor (Conversational AI Training Project)

TextData Collection

I contributed to a conversational AI training project as a data contributor. My main focus was generating structured datasets and improving the fluency and contextual relevance of responses. I performed comparative analyses while strictly adhering to annotation guidelines. • Generated training data for conversational AI. • Improved response quality through structured annotation. • Conducted output comparison and assessment. • Followed detailed annotation criteria for consistency and reliability.

I contributed to a conversational AI training project as a data contributor. My main focus was generating structured datasets and improving the fluency and contextual relevance of responses. I performed comparative analyses while strictly adhering to annotation guidelines. • Generated training data for conversational AI. • Improved response quality through structured annotation. • Conducted output comparison and assessment. • Followed detailed annotation criteria for consistency and reliability.

2026 - 2026

Education

Work History