Venkata S.

Key Skills

Software

Other

AWS SageMaker

Labelbox

Micro1

Internal/Proprietary Tooling

Top Subject Matter

AI/ML dataset annotation and quality control

AI/ML training data quality validation and profiling

Top Data Types

Text

Image

Video

Top Task Types

Classification

Segmentation

Object Detection

Red Teaming

Text Generation

Fine-tuning

Evaluation/Rating

Freelancer Overview

Senior Associate, Innodata India Inc (Data annotation & QC). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and AWS SageMaker. Education includes Bachelor of Technology, Ganapathy Engineering College (2023) and Google Data Analytics Professional Certificate, Coursera (2024). AI-training focus includes data types such as Text and Image and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Senior Associate, Innodata India Inc (Data annotation & QC)

OtherTextClassification

Labeled and annotated datasets (text/images) according to structured guidelines to support downstream AI use. Performed quality checks to ensure labeling accuracy and consistency across the dataset. Reported errors and inconsistencies and collaborated with teammates to refine annotation workflows. • Annotated text and image data following predefined instructions • Conducted QC and consistency checks for labeled outputs • Identified labeling errors and recommended improvements • Maintained documentation of tasks, workflows, and issues

2024 - Present

Associate Analyst, GlobalLogic Technologies (Data QC & validation)

AWS SageMakerText

Conducted data quality checks and validation on large datasets used for AI/ML model training. Supported data profiling and classification workflows, helping ensure datasets met required standards for model development. Documented data issues and coordinated corrective actions with engineering and QA teams. • Performed dataset quality checks and validation for AI/ML training data • Assisted with data profiling and classification workflows in SageMaker • Helped align data standards and definitions across teams • Documented data issues and supported corrective actions

2024 - 2024

Education

Work History