Sumit K.

Key Skills

Software

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Document

Text

Top Task Types

Classification

Computer Programming/Coding

Data Collection

Prompt + Response Writing (SFT)

Text Generation

Freelancer Overview

I have hands-on experience working with large-scale scientific datasets, including particle physics experiments, where I specialized in data preprocessing, labeling, and feature engineering for advanced machine learning applications. My background spans working with complex formats such as ROOT and CSV files, preparing high-quality structured data for training deep learning models, and ensuring data integrity through rigorous validation and quality checks. In addition to technical expertise, I bring strong skills in annotation consistency, data curation, and documentation, which are essential for building reliable AI training datasets. My work has involved both supervised and unsupervised learning workflows, giving me a versatile understanding of how accurate labeling impacts downstream model performance. This combination of scientific rigor and practical data-handling experience sets me apart in the AI training data domain.

Education

Work History