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M
Mahan G.

Mahan G.

STEM, SQL, Mathematics, AI Trainer | Outlier AI

Italy flagMessina, Italy

Key Skills

Software

AppenAppen
ClickworkerClickworker
RemotasksRemotasks
Other
MindriftMindrift
OneFormaOneForma
TelusTelus

Top Subject Matter

AI training and dataset preparation
Data transcription
Python coding, Database manipulation, machine learning

Top Data Types

TextText
Computer Code ProgrammingComputer Code Programming
VideoVideo

Top Task Types

Data CollectionData Collection
TranscriptionTranscription
SegmentationSegmentation
ClassificationClassification
Object DetectionObject Detection
Text GenerationText Generation
Question AnsweringQuestion Answering
Text SummarizationText Summarization
Computer Programming/CodingComputer Programming/Coding
Function CallingFunction Calling
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Bounding BoxBounding Box
PolygonPolygon
Entity (NER) ClassificationEntity (NER) Classification
PolylinePolyline
CuboidCuboid
RLHFRLHF
Fine-tuningFine-tuning
Red TeamingRed Teaming
Point/Key PointPoint/Key Point

Freelancer Overview

STEM, SQL, Mathematics, AI Trainer | Outlier AI. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Outlier AI and Appen. Education includes Bachelor Degree, University of Messina (2023). AI-training focus includes data types such as Text and labeling workflows including Data Collection and Transcription.

Labeling Experience

Appen

Data Transcription | Appen

AppenAppenTextTextTranscriptionTranscription

Transcription tasks converting provided audio/content into written text labels. The work requires careful adherence to transcription standards and attention to detail to preserve meaning and wording. Output quality is validated against task-specific requirements. • Transcribe content accurately from provided materials • Format transcripts per project guidelines • Perform quality checks and correct inconsistencies • Submit completed transcription units for review

2026 - Present

STEM, SQL, Mathematics, AI Trainer | Outlier AI

TextTextData CollectionData Collection

AI training and data transcription support for model improvement tasks. Work involves reviewing and transforming provided content into labeled datasets according to project guidelines. Tasks are performed remotely as part of a continuous evaluation pipeline. • Identify, clean, and prepare text data for transcription outputs • Ensure formatting and transcription consistency with instructions • Follow quality checks and rework errors when flagged • Maintain dataset accuracy and traceability across assignments

2026 - Present

Education

U

University of Messina

Bachelor Degree, Data Analysis

Bachelor Degree
2023

Work History

M

Messina

Bartender

Messina
2026 - Present
A

Appen

Data Transcription Specialist

Messina
2026 - Present