Mohammed E.

Key Skills

Software

Label Studio

CVAT

Doccano

Roboflow

Top Subject Matter

E-commerce QA

customer support responses

marketing/product descriptions

Top Data Types

Text

Image

Document

Top Task Types

Data Collection

Text Generation

Segmentation

Classification

Entity (NER) Classification

Object Detection

Text Summarization

Question Answering

Transcription

Freelancer Overview

I have hands-on experience using AI tools in my own e-commerce work for Loranez, mainly to review product text, customer messages, ad copy, and image/video outputs. I compare AI-generated answers, check if they are accurate and natural, rewrite weak responses, and organize product, order, and customer information in spreadsheets. My strongest areas are Arabic/Darija, French, and English language review, e-commerce data cleanup, image QA, prompt testing, and attention to small details. I am comfortable following clear guidelines, giving feedback, and keeping labeling work consistent.

Labeling Experience

Spreadsheet cleanup and structured labeling of e-commerce operational data (Loranez / Independent)

DocumentData Collection

You cleaned and normalized spreadsheet-based operational data to produce consistent labels and statuses. You identified duplicates and errors to improve the accuracy and usability of the dataset for tracking workflows. You then structured order, stock, product catalog, returns, and worker tasks into clearer fields. • Spreadsheet cleanup and duplicate detection • Correction of label/status mistakes • Structuring operational fields for orders/stock/returns • Improving traceability of product catalog data

2024 - Present

AI media output comparison and QA (Independent / Loranez)

Image

You created prompts for product images and videos and then evaluated AI outputs against real product references. You checked whether the AI results were realistic and consistent with known product attributes and reference examples. You applied QA criteria to ensure alignment between versions and required details. • Compare AI image/video outputs to real product references • Detect unrealistic or inconsistent results • Verify consistency between multiple AI versions • Use structured QA notes to update product catalog information

2024 - Present

AI text response evaluation for e-commerce messaging (Independent / Loranez)

Text

You reviewed AI text outputs to ensure they follow instructions and include all required details. You compared generated responses across versions for consistency and checked for unrealistic or incorrect results. You performed multilingual response evaluation in Arabic/Darja and French for e-commerce communication. • Instruction-following review of AI-generated copy • Missing-details and factuality-style checks against requirements • Consistency checks across AI versions • Multilingual QA of customer/product messaging

2024 - Present

Education

Work History