Sumir Satsangi

Key Skills

Software

Data Annotation Tech

Top Subject Matter

AI Reasoning and Model Evaluation

Hindi NLP and AI Text Datasets

AI-Generated Marketing Content

Top Data Types

Text

Document

Top Task Types

Transcription

Freelancer Overview

AI Trainer. Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Data Annotation Tech. Education includes Bachelor of Business Administration, Sikkim Manipal University (2018) and Diploma in Mechanical Engineering, Dayalbagh Educational Institute (2014). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

AI Trainer

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As an AI Trainer at Turing Enterprises, Inc., I developed structured arguments and analysis to enhance AI evaluation workflows. My work focused on identifying logic gaps, testing model responses, and standardizing evaluation criteria for AI-generated content. I participated in iterative feedback cycles using Agile methodologies to ensure continuous AI model improvement. • Conducted argument analysis on AI-generated text • Identified and documented logical gaps and supporting evidence • Standardized evaluation frameworks in a global team • Delivered written and spoken English feedback during model assessment.

As an AI Trainer at Turing Enterprises, Inc., I developed structured arguments and analysis to enhance AI evaluation workflows. My work focused on identifying logic gaps, testing model responses, and standardizing evaluation criteria for AI-generated content. I participated in iterative feedback cycles using Agile methodologies to ensure continuous AI model improvement. • Conducted argument analysis on AI-generated text • Identified and documented logical gaps and supporting evidence • Standardized evaluation frameworks in a global team • Delivered written and spoken English feedback during model assessment.

2025 - 2026

AI Trainer & Analyst - (Hindi – AI/NLP Projects)

Data Annotation TechTextTranscription

During my role as an AI Trainer & Analyst at Data Annotation Tech, I annotated and evaluated Hindi-language datasets for NLP model training. I was responsible for transcription, text classification, and prompt-based data labeling tasks. My structured feedback led to improvement in model evaluation frameworks and overall data quality. • Annotated and reviewed Hindi-language text datasets • Performed transcription and classification for NLP projects • Identified linguistic ambiguities and logical inconsistencies • Enhanced coverage of test cases and delivered feedback for AI trainers.

During my role as an AI Trainer & Analyst at Data Annotation Tech, I annotated and evaluated Hindi-language datasets for NLP model training. I was responsible for transcription, text classification, and prompt-based data labeling tasks. My structured feedback led to improvement in model evaluation frameworks and overall data quality. • Annotated and reviewed Hindi-language text datasets • Performed transcription and classification for NLP projects • Identified linguistic ambiguities and logical inconsistencies • Enhanced coverage of test cases and delivered feedback for AI trainers.

2025 - 2025

Freelance Content Analyst & AI Copywriter

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As a Freelance Content Analyst & AI Copywriter, I evaluated and refined AI-generated written content for accuracy and logical coherence. I regularly used prompt engineering to automate workflows and performed structured assessments of content outputs. Collaboration with SMEs and the use of QA review processes ensured consistent, high-quality deliverables. • Evaluated AI-generated blogs, landing pages, and marketing copy • Applied prompt engineering to content tasks • Conducted structured reviews for logical reasoning and style • Collaborated in QA and SME review workflows for accuracy.

As a Freelance Content Analyst & AI Copywriter, I evaluated and refined AI-generated written content for accuracy and logical coherence. I regularly used prompt engineering to automate workflows and performed structured assessments of content outputs. Collaboration with SMEs and the use of QA review processes ensured consistent, high-quality deliverables. • Evaluated AI-generated blogs, landing pages, and marketing copy • Applied prompt engineering to content tasks • Conducted structured reviews for logical reasoning and style • Collaborated in QA and SME review workflows for accuracy.

2023 - 2025

Education

Work History