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D

Debashish Chakraborty

Data Specialist – Data Validation & Classification (Labeling)

India flagBangalore, India
$20.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

Financial data
Business operations data
Telecommunications data

Top Data Types

TextText

Top Task Types

ClassificationClassification

Freelancer Overview

Data Analyst (AI Data Quality & Annotation Support). Brings years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Business Administration with AI-training focus includes data types such as Text and labeling workflows including Classification.

IntermediateEnglish

Labeling Experience

Data Analyst (AI Data Quality & Annotation Support)

TextClassification
As a Data Analyst supporting AI data quality and annotation, I led data validation, cleaning, and labeling initiatives on large text datasets. I performed consistent manual QA checks and classified or tagged records to ensure data suitability for machine learning and AI workflows. My work focused on identifying ambiguous cases and refining guidelines for improved annotation outcomes. • Ensured data consistency and accuracy through manual QA and anomaly detection. • Collaborated on and supported AI-related annotation workflows. • Used SQL and Python (Pandas) to prepare and validate data for annotation. • Contributed to improving and maintaining annotation standards and practices.

As a Data Analyst supporting AI data quality and annotation, I led data validation, cleaning, and labeling initiatives on large text datasets. I performed consistent manual QA checks and classified or tagged records to ensure data suitability for machine learning and AI workflows. My work focused on identifying ambiguous cases and refining guidelines for improved annotation outcomes. • Ensured data consistency and accuracy through manual QA and anomaly detection. • Collaborated on and supported AI-related annotation workflows. • Used SQL and Python (Pandas) to prepare and validate data for annotation. • Contributed to improving and maintaining annotation standards and practices.

2023 - Present

AI Data Specialist (Annotation Projects)

TextClassification
Contributed to labeled datasets through classification and tagging activities for structured and semi-structured text data in AI annotation projects. Addressed ambiguity and performed sentiment tagging and entity identification to support AI model development. Regularly participated in workflow simulations to enhance annotation techniques and labeling accuracy. • Built and validated datasets for analytical use cases. • Conducted sentiment analysis and text classification tasks. • Identified edge cases and contributed to guideline improvements. • Participated in annotation workflow simulations to improve project outcomes.

Contributed to labeled datasets through classification and tagging activities for structured and semi-structured text data in AI annotation projects. Addressed ambiguity and performed sentiment tagging and entity identification to support AI model development. Regularly participated in workflow simulations to enhance annotation techniques and labeling accuracy. • Built and validated datasets for analytical use cases. • Conducted sentiment analysis and text classification tasks. • Identified edge cases and contributed to guideline improvements. • Participated in annotation workflow simulations to improve project outcomes.

2022 - 2023

Education

C

Calcutta University

Bachelor of Commerce with Honours, Commerce

Bachelor of Commerce with Honours
Not specified
S

Symbiosis

Master of Business Administration, Finance

Master of Business Administration
Not specified

Work History

W

Wells Fargo

Lead Analyst

Bengaluru Urban
2023 - Present
I

IBM

Senior Data Analyst

Bangalore
2012 - 2023