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Deepak Subramaniam

Deepak Subramaniam

Generative AI Specialist

India flagCoimbatore, India
$5.00/hrExpertAws SagemakerCVATData Annotation Tech

Key Skills

Software

AWS SageMakerAWS SageMaker
CVATCVAT
Data Annotation TechData Annotation Tech
EncordEncord
Label StudioLabel Studio
OneFormaOneForma

Top Subject Matter

Prompt Engineering for Generative AI
ML Project Support and Technical Documentation for AI Content
Digital Media and Advertisement Categorization (IAB Taxonomy)

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
ClassificationClassification
Bounding BoxBounding Box
PolygonPolygon
SegmentationSegmentation
CuboidCuboid
Text GenerationText Generation
Object DetectionObject Detection
Question AnsweringQuestion Answering
Text SummarizationText Summarization
PolylinePolyline
Evaluation/RatingEvaluation/Rating
Computer Programming/CodingComputer Programming/Coding
Data CollectionData Collection

Freelancer Overview

Generative AI Specialist. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Computer Applications, Dr.NGP Arts and Science College. AI-training focus includes data types such as Text and Document and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

ExpertEnglishTamil

Labeling Experience

CVAT

ImageBounding Box
Making object mark using the bounding box

Making object mark using the bounding box

2025 - Present

Generative AI Specialist

TextPrompt Response Writing SFT
As a Generative AI Specialist at Objectways, I worked on crafting and evaluating prompts for AI models to ensure high-quality outputs. My responsibilities included creating context-specific prompts and assessing generated responses for relevance and accuracy. Collaboration with subject matter experts was key to optimizing prompt design and outcomes. • Developed a wide range of prompts tailored to various AI language models. • Evaluated and rated AI responses for accuracy and effectiveness based on targeted objectives. • Maintained standardized guidelines and documentation to scale up prompt engineering practices. • Stayed updated with current trends and techniques in NLP to enhance model performance.

As a Generative AI Specialist at Objectways, I worked on crafting and evaluating prompts for AI models to ensure high-quality outputs. My responsibilities included creating context-specific prompts and assessing generated responses for relevance and accuracy. Collaboration with subject matter experts was key to optimizing prompt design and outcomes. • Developed a wide range of prompts tailored to various AI language models. • Evaluated and rated AI responses for accuracy and effectiveness based on targeted objectives. • Maintained standardized guidelines and documentation to scale up prompt engineering practices. • Stayed updated with current trends and techniques in NLP to enhance model performance.

2025 - Present

Analyst (Amazon BDX / IAB Annotation)

DocumentClassification
For the Amazon BDX / IAB Annotation client at GlobalLogic Technologies, I performed data labeling and categorization of digital ads and media content. I followed IAB taxonomy standards and ensured correct, consistent labeling using BDX protocols. My work enhanced classification accuracy and annotation reliability for client deliverables. • Applied IAB taxonomy to categorize digital advertisements and media. • Identified labeling errors and ensured high-quality annotated datasets. • Standardized and refined annotation workflows to improve efficiency. • Created documentation for team knowledge sharing and annotation standards.

For the Amazon BDX / IAB Annotation client at GlobalLogic Technologies, I performed data labeling and categorization of digital ads and media content. I followed IAB taxonomy standards and ensured correct, consistent labeling using BDX protocols. My work enhanced classification accuracy and annotation reliability for client deliverables. • Applied IAB taxonomy to categorize digital advertisements and media. • Identified labeling errors and ensured high-quality annotated datasets. • Standardized and refined annotation workflows to improve efficiency. • Created documentation for team knowledge sharing and annotation standards.

2023 - 2025

Analyst (Amazon Bedrock - CNI)

Text
At GlobalLogic Technologies for Amazon Bedrock - CNI, I contributed to ML project support by providing data annotation, labeling, and prompt engineering expertise. Tasks included evaluating the quality of AI-generated content and proofreading annotated data summaries for accuracy. Ensured factual correctness and alignment with project requirements. • Reviewed and annotated summaries of visual content for content accuracy. • Provided feedback for technical writing in AI content creation workflows. • Assisted with labeling and evaluation of AI-generated text outputs. • Improved reliability and clarity of labeled data sets.

At GlobalLogic Technologies for Amazon Bedrock - CNI, I contributed to ML project support by providing data annotation, labeling, and prompt engineering expertise. Tasks included evaluating the quality of AI-generated content and proofreading annotated data summaries for accuracy. Ensured factual correctness and alignment with project requirements. • Reviewed and annotated summaries of visual content for content accuracy. • Provided feedback for technical writing in AI content creation workflows. • Assisted with labeling and evaluation of AI-generated text outputs. • Improved reliability and clarity of labeled data sets.

2023 - 2025

Education

D

Dr.NGP Arts and Science College

Bachelor of Computer Applications, Computer Applications

Bachelor of Computer Applications
Not specified

Work History

O

Objectways Technologies

Gen AI Specialist

Coimbatore
2025 - Present
G

Globallogic

Senior Analyst

Chennai
2023 - 2025