I am a native French language specialist with extensive experience in language evaluation (FR & EN), bilingual content creation, and linguistic quality assurance. I combine analytical rigor from a technical background with a deep appreciation for language nuance, tone, and cultural accuracy, delivering precise, contextual feedback on language outputs. Over 7 years of evaluating French and English language outputs, I have developed an autonomous, detail-oriented approach that thrives in remote, deadline-driven environments. As founder of LetSBe.World and an ESL educator, I create structured materials and frameworks that improve communication, emotional intelligence, and user engagement. I am passionate about helping teams maintain linguistic quality and cultural relevance, and I excel at producing clear documentation, scalable prompts, and high-quality language experiences in distributed workflows.

Samia Sabrina Bougoufa

I am a native French language specialist with extensive experience in language evaluation (FR & EN), bilingual content creation, and linguistic quality assurance. I combine analytical rigor from a technical background with a deep appreciation for language nuance, tone, and cultural accuracy, delivering precise, contextual feedback on language outputs. Over 7 years of evaluating French and English language outputs, I have developed an autonomous, detail-oriented approach that thrives in remote, deadline-driven environments. As founder of LetSBe.World and an ESL educator, I create structured materials and frameworks that improve communication, emotional intelligence, and user engagement. I am passionate about helping teams maintain linguistic quality and cultural relevance, and I excel at producing clear documentation, scalable prompts, and high-quality language experiences in distributed workflows.

Available to hire

I am a native French language specialist with extensive experience in language evaluation (FR & EN), bilingual content creation, and linguistic quality assurance. I combine analytical rigor from a technical background with a deep appreciation for language nuance, tone, and cultural accuracy, delivering precise, contextual feedback on language outputs. Over 7 years of evaluating French and English language outputs, I have developed an autonomous, detail-oriented approach that thrives in remote, deadline-driven environments.

As founder of LetSBe.World and an ESL educator, I create structured materials and frameworks that improve communication, emotional intelligence, and user engagement. I am passionate about helping teams maintain linguistic quality and cultural relevance, and I excel at producing clear documentation, scalable prompts, and high-quality language experiences in distributed workflows.

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Experience Level

Language

French
Fluent
English
Fluent
Spanish; Castilian
Fluent
Catalan; Valencian
Advanced

Work Experience

Language Test Rater (Freelance) at TransPerfect
January 1, 2018 - January 1, 2026
Evaluated French and English language outputs (speaking & writing); assessed fluency, grammar, coherence, and cultural appropriateness; delivered structured evaluations aligned with linguistic standards and scoring frameworks; ensured consistency and quality across large datasets and multiple evaluation cycles; applied critical thinking to identify nuanced language errors and inconsistencies.
Founder & Project Lead at LetSBe.World
January 1, 2023 - Present
Designed and developed content frameworks focused on communication, emotional intelligence, and human-centered language; created structured written materials and prompts for workshops and digital experiences; managed project development independently in a remote environment.
ESL Teacher (Freelance & Institutions)
January 1, 2017 - January 1, 2023
Taught English and French with focus on writing, comprehension, and linguistic accuracy; developed educational materials tailored to different proficiency levels; strengthened learners’ understanding of tone, grammar, and cultural nuances.
Software Implementation Engineer at Sciforma
January 1, 2011 - January 1, 2016
Delivered complex software implementations requiring analytical thinking and structured problem-solving; translated business requirements into functional specifications and documentation; collaborated across teams to ensure accuracy, clarity, and system performance.

Education

Master’s Degree in Computer Science at SUPINFO
January 11, 2030 - May 12, 2026
TEFL Certification at i-to-i
January 11, 2030 - May 12, 2026
Expressive Arts Facilitation at CREATAR
January 1, 2025 - January 1, 2026
Art-Therapy Facilitator at CAE Puebla
January 11, 2030 - May 12, 2026

Qualifications

TEFL Certification
January 11, 2030 - May 12, 2026
Expressive Arts Facilitation
January 1, 2025 - January 1, 2026
Art-Therapy Facilitator
January 11, 2030 - May 12, 2026

Industry Experience

Education, Professional Services, Media & Entertainment, Software & Internet, Other