Summary
Overview
Work History
Education
Skills
Certification
Languages
Timeline
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Marouane Milati

Sour El Ghouzlane

Summary

Quality assurance specialist with 4 years of experience in interpreting and implementing QA standards, effectively addressing customer complaints and non-conformance issues. Demonstrates strong analytical and problem-solving skills, with a solid understanding of QA methodologies and tools. Additionally, possesses 2 years of experience as a Prompt Engineer, utilizing planning and data entry skills to enhance AI processes. Expertise spans linguistics, legal, and coding, with a proven ability to adapt and excel in new challenges.

Overview

8
8
years of professional experience
1
1
Certification

Work History

Freelance AI Transcription & Data Annotation Specialist

Upwork & Fiverr
01.2023 - Current
  • Labeled and classified over 5,000 text and audio samples using Labelbox, Scale AI, Toloka, and CVAT.
  • Utilized advanced Excel to organize, clean, and validate large datasets, reducing errors by 15%.
  • Developed a custom Whisper AI transcription tool, increasing processing speed by 30%.

Cybersecurity & AI Automation Specialist

Freelance
01.2023 - Current
  • Engineered Python-based automation scripts for vulnerability scanning and data extraction, streamlining reporting workflows.
  • Conducted AI-driven vulnerability assessments, resulting in a 20% improvement in security compliance.
  • Integrated automated reporting pipelines to ensure consistent data integrity.

Professional Translator (Legal & Technical)

Freelance
01.2017 - Current
  • Translated and structured complex legal and technical documents in Arabic, English, and French.
  • Managed multilingual transcription projects for legal proceedings and business contracts.

Education

Master's - Law (Contracts & Litigation)

Youcef Ben Khedda University
Algeria
01.2026

Skills

  • Advanced Excel
  • Data Analysis
  • VLOOKUP
  • Pivot Tables
  • INDEX/MATCH
  • Conditional Formatting
  • Dashboard Design
  • Data Cleaning
  • Scripting
  • Automation
  • Python
  • VBA
  • Excel Macros
  • Selenium
  • BeautifulSoup
  • Data Annotation
  • NLP Labeling
  • Labelbox
  • CVAT
  • Scale AI
  • Toloka
  • Outlier
  • Transcription
  • Speech-to-Text
  • Whisper AI
  • Upwork
  • Fiverr
  • Cybersecurity
  • Burp Suite
  • Acunetix
  • OWASP ZAP
  • Vulnerability Scanning
  • Programming
  • Databases
  • JavaScript
  • C
  • SQL
  • PostgreSQL
  • MongoDB
  • Contract negotiation
  • Legal research
  • Data analysis
  • Attention to detail
  • Time management
  • Workflow automation
  • Advanced communication
  • Supply management
  • Quality assurance
  • Continuous improvement
  • Technical troubleshooting
  • Root-cause analysis
  • Failure management
  • Process optimization
  • Analytical thinking
  • Customer relations
  • Team collaboration
  • Coaching and mentoring
  • Documentation management
  • Technical communication
  • Quality assessment
  • System installations
  • Quantitative skills

Certification

  • Excel for Data Analysis - Coursera / Microsoft
  • Python for Everybody - University of Michigan
  • Data Annotation & NLP Best Practices - Scale AI / Appen

Languages

  • Arabic (Native)
  • English (Fluent)
  • French (Fluent)

Timeline

Freelance AI Transcription & Data Annotation Specialist

Upwork & Fiverr
01.2023 - Current

Cybersecurity & AI Automation Specialist

Freelance
01.2023 - Current

Professional Translator (Legal & Technical)

Freelance
01.2017 - Current

Master's - Law (Contracts & Litigation)

Youcef Ben Khedda University
Marouane Milati