Key Skills

Software

Appen

Clickworker

CrowdSource

HiveMind

OneForma

Remotasks

Scale AI

Deep Systems

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Text

Top Label Types

Computer Programming Coding

Fine Tuning

Prompt Response Writing SFT

RLHF

Freelancer Overview

I am a Technical AI Training Engineer with over 3 years of hands-on experience in data labeling, AI training, and model evaluation. I specialize in preparing high-quality datasets for LLM training, RLHF pipelines, and prompt engineering. My expertise spans text, code, and structured/tabular data, ensuring accurate annotations that improve model performance, reduce bias, and enhance downstream tasks. I am proficient in designing labeling workflows, automating annotation processes, and performing quality checks on large-scale datasets.

Labeling Experience

LLM Fine-Tuning Dataset Preparation

Scale AITextEntity Ner ClassificationClassification

Curated and annotated large-scale textual datasets to fine-tune LLMs for domain-specific responses. Implemented labeling guidelines, performed quality checks, and optimized annotation pipelines for consistency and accuracy.

Curated and annotated large-scale textual datasets to fine-tune LLMs for domain-specific responses. Implemented labeling guidelines, performed quality checks, and optimized annotation pipelines for consistency and accuracy.

2023 - 2025

Code Dataset Labeling for LLM Code Generation

Deep SystemsComputer Code ProgrammingText GenerationRLHF

Labeled and categorized thousands of code snippets to improve AI-assisted code generation models. Ensured consistency in labeling functional patterns, edge cases, and code logic for model training.

Labeled and categorized thousands of code snippets to improve AI-assisted code generation models. Ensured consistency in labeling functional patterns, edge cases, and code logic for model training.

2023 - 2023

Education

Work History