Md. Siyam M.

Key Skills

Software

Other

Top Subject Matter

AI benchmarking dataset creation (multilingual transcription/annotation)

Multilingual data labeling and image annotation for AI training

Top Data Types

Text

Image

Top Task Types

Transcription

Classification

Freelancer Overview

Operational Manager — International AI data annotation & transcription team. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Diploma, N/A and Bachelor of Business Administration, National University. AI-training focus includes data types such as Text, Images, and Image and labeling workflows including Transcription and Classification.

Labeling Experience

Operational Manager — International AI data annotation & transcription team

OtherTextTranscription

Led operational management for a large-scale data annotation and transcription team supporting international AI benchmarking projects. Ensured outputs met strict quality standards required for reliable benchmarking and evaluation. Optimized labeling workflows to improve accuracy and productivity across multilingual workstreams. • Managed transcription-related labeling workflows • Maintained quality assurance checks for benchmarking datasets • Improved team efficiency through workflow optimization • Supported multilingual project execution for annotation deliverables

Present

Freelance Recording and Labeling Lead - Freelance

Image

The Data Annotation Lead supervises multilingual recording and image labeling projects for AI model training outcomes. The role requires coordinating recording workflows and verifying the quality and accuracy of generated labels. The work is primarily focused on annotation and labeling deliverables rather than general operations or customer support. • Lead multilingual recording projects and coordinate scripts • Supervise image annotation to ensure precise label generation • Ensure labeling quality for AI model training • Manage small teams and review annotation outputs

2017 - 2018

Data Annotation Lead — Freelance

OtherClassification

Provided data labeling leadership for freelance multilingual recording and supervised image annotation work for AI model training. Ensured precise label generation to support downstream training requirements and dataset consistency. Coordinated annotation efforts across different recording configurations to maintain high-quality labeled outputs. • Supervised image annotation label generation for model training • Led multilingual recording annotation teams (single/dual/script-based) • Ensured labeling consistency and dataset readiness • Supported accurate annotated outputs for AI development

Not specified

Education

Work History