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S
Subhankar D.

Subhankar D.

Freelancer — Audio Transcription, Voice Data & Proofreading (AI training/linguistic QA)

India flagN/A, India

Key Skills

Software

No software listed

Top Subject Matter

Multilingual speech transcription
linguistic QA
and dataset validation (Bengali/Hindi/English)

Top Data Types

AudioAudio
TextText
DocumentDocument

Top Task Types

TranscriptionTranscription

Freelancer Overview

Freelancer — Audio Transcription, Voice Data & Proofreading (AI training/linguistic QA). Brings 37+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include AWS SageMaker Ground Truth, ChatGPT, and Gemini. Education includes Bachelor of Science, Srikrishna Sarda College (1999). AI-training focus includes data types such as Audio and Text and labeling workflows including Transcription, Evaluation, and Rating.

Labeling Experience

Freelancer — Audio Transcription, Voice Data & Proofreading (AI training/linguistic QA)

AudioAudioTranscriptionTranscription

Freelanced in Bengali and English audio transcription and linguistic quality review for AI training workflows, including conversational and spontaneous speech. Conducted speaker turn analysis and reviewed recordings for clarity, pronunciation, fluency, and guideline compliance. Performed text proofreading and segmentation tasks to support downstream model training and dataset readiness. • Transcribed audio with attention to pauses, overlapping speech, and unclear segments per project guidelines • Identified speakers and annotated timestamps while segmenting audio using provided rules • Validated multilingual outputs (Bengali, Hindi, English) for meaning consistency and linguistic correctness • Escalated unclear cases and completed independent tasks within strict confidentiality requirements

2025 - Present

AI QA Specialist & Manual QA Tester — PreScouter, Inc. (Remote)

TextText

Worked as an AI QA Specialist and Manual QA Tester focused on validating written English content and AI-generated outputs against predefined quality requirements. Reviewed accuracy, clarity, grammar, consistency, instruction-following, and completeness before delivery. Documented issues and escalated ambiguous cases to maintain rubric-aligned performance. • Performed structured proofreading and documentation review for quality and rubric compliance • Benchmarked outputs using ChatGPT, Gemini, and Copilot-generated responses • Reviewed instruction-following behavior and completeness relative to defined requirements • Logged findings and escalated unclear cases in a remote, deadline-driven environment

2022 - 2026

Education

S

Srikrishna Sarda College

Bachelor of Science, Physics

Bachelor of Science
1999 - 1999

Work History

P

PreScouter

AI Output Quality Analyst (Manual QA)

N/A
2022 - 2026
A

Atyati Technologies

Territory Relationship Manager

N/A
2003 - 2021