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Muhammad Tayyeb

Muhammad Tayyeb

Managing Director - International Education Consultancy

FINLAND flag
Vantaa, Finland
$25.00/hrEntry LevelInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

TextText

Top Label Types

Classification
Evaluation Rating

Freelancer Overview

I bring a strong background in client-focused consulting, operations management, and digital workflow design, which translates well to data labeling and AI training data roles. My experience founding and managing an international education consultancy required meticulous handling of student records, document verification, and the creation of digital onboarding systems—ensuring data accuracy, compliance, and efficient processing. I am skilled at translating complex requirements into actionable processes, maintaining high standards for data quality, and collaborating with diverse teams to deliver reliable outcomes. My hands-on approach and attention to detail make me confident in my ability to contribute to projects involving data annotation, quality control, and the development of robust AI training datasets.

Entry LevelEnglishSwedishFinnish

Labeling Experience

conversational AI evaluation and response ranking

Internal Proprietary ToolingTextClassificationEvaluation Rating
Worked on conversational AI training tasks involving evaluation and comparison of AI-generated text responses. Responsibilities included assessing instruction adherence, relevance to user intent, factual accuracy, tone, and overall helpfulness. Performed response ranking and quality classification using provided rubrics, identifying issues such as hallucinations, ambiguity, bias, or incomplete answers. Delivered consistent, structured judgements while adhering to quality guidelines and maintaining attention to detail across tasks.

Worked on conversational AI training tasks involving evaluation and comparison of AI-generated text responses. Responsibilities included assessing instruction adherence, relevance to user intent, factual accuracy, tone, and overall helpfulness. Performed response ranking and quality classification using provided rubrics, identifying issues such as hallucinations, ambiguity, bias, or incomplete answers. Delivered consistent, structured judgements while adhering to quality guidelines and maintaining attention to detail across tasks.

2025

Education

E

Empire College London

Certificate, Administrative Management

Certificate
2010 - 2011
U

University of Sargodha

Bachelor of Arts, Journalism, Politics, Economics

Bachelor of Arts
2007 - 2009

Work History

U

UniGo Consultants

Managing Director

Burewala
2023 - Present
S

Self-Employed

Salesperson

Helsinki Metropolitan Area
2017 - Present