Meghana A.

Key Skills

Software

Appen

Top Subject Matter

Speech recognition (ASR) data labeling and quality validation

Speech data transcription and annotation

Research support and technical documentation for AI/content preparation

Top Data Types

Audio

Document

Image

Top Task Types

Transcription

Freelancer Overview

AI Data Processing Analyst (Part-time, Remote) — Sigma AI. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Sigma AI and Appen. Education includes Bachelor of Technology, St. Ann's College of Engineering and Technology (2023). AI-training focus includes data types such as Audio and Document and labeling workflows including Transcription, Evaluation, and Rating.

Labeling Experience

AI Data Annotation Analyst (Part-time, Remote) — Appen

AppenAudioTranscription

Transcribed audio files into text following project-specific guidelines to improve AI dataset quality. Tagged speech-related elements including pauses, background noises, and speaker markers for richer ASR training inputs. Helped ensure labeled outputs matched annotation requirements for downstream model training. • Produced accurate transcripts per guidelines • Annotated pauses, background noise, and speaker markers • Maintained dataset quality through rule-based tagging • Prepared labeled speech data for AI training pipelines

2025 - Present

AI Data Processing Analyst (Part-time, Remote) — Sigma AI

AudioTranscription

Conducted structured speech data annotation for AI/ASR training datasets aligned to defined quality standards. Performed consistency and accuracy checks to maintain reliable training data quality and annotation integrity. Worked on improving dataset usefulness for speech recognition model training. • Labeled speech elements based on dataset guidelines • Verified annotation consistency and accuracy • Assisted with quality assurance for AI training data • Supported structured preparation of ASR-ready data

2025 - Present

Data Science Intern (Internship, Remote) — inGrade

AppenDocument

Provided support for research and technical content activities as part of an internship. Assisted with documentation and simple coordination tasks that supported broader data or content preparation efforts. The role was not explicitly described as direct labeling work but contributed to AI/data-related documentation outputs. • Supported case-based research tasks • Assisted with technical content/documentation • Helped coordinate simple internship tasks • Contributed to preparation of materials supporting AI/data work

2025 - 2025

Education

Work History