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Patrick Selebunga

@patrickselebunga

I evaluate multilingual LLM outputs, improve prompts, and deliver language-data quality.

Congo, The Democratic Republic of the
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What I'm looking for

I'm looking for opportunities to evaluate and improve multilingual AI systems through prompt engineering, LLM evaluation, language-data quality, and software QA while continuing to develop agentic AI skills.

I evaluate and rank LLM outputs for Pareto AI and SME Careers, creating and refining prompts while validating accuracy, relevance, user intent, consistency, and guideline compliance. I also provide human feedback for RLHF and identify errors and potential biases.

Across Andovar, CrowdGen by Appen, RWS Group, and Appen, I contribute French, Lingala, and Swahili language data through recordings, transcription, annotation, and quality review. I also test web and mobile user flows, document defects, and build foundational agent-engineering knowledge with LangChain.

Experience

Work history, roles, and key accomplishments

AN
Current

Language Data Specialist

Andovar

Jun 2026 - Present (3 months)

Contributed French-English speech and conversation recordings for AI training and evaluation, following linguistic and recording guidelines.

RG
Current

Freelance Language Data Annotator (Lingala)

RWS Group

Dec 2025 - Present (9 months)

Analyzed Lingala (ln_CD) text and dialect variations for language identification, maintaining quality and consistency through guideline-based annotation.

SC
Current

Data Trainer

SME Careers

Nov 2025 - Present (10 months)

Created and refined prompts; evaluated and ranked AI outputs for accuracy, consistency and user relevance, identifying errors and potential biases. Applied structured quality reviews and data cleaning, documenting training procedures and quality benchmarks.

PP
Current

Software QA Analyst - UI/UX

Partners 1xBet Affiliate Program

Dec 2024 - Present (1 year 9 months)

Tested registration, payment flows and usability across desktop and mobile; documented defects and recommendations against product requirements.

RG
Current

Freelance Translator AI Community

RWS Group

Aug 2024 - Present (2 years 1 month)

Participated in AI community translation tasks, contributing to language data and AI training efforts.

CA

Swahili Transcription & Language Data Specialist

CrowdGen by Appen

Jun 2026 - Aug 2026 (2 months)

Transcribed and reviewed Swahili audio for AI/ML language-data workflows, applying detailed transcription guidelines and quality standards. Checked linguistic accuracy and consistency, resolving ambiguities and transcription issues.

ON

AI Data Collection Specialist

OneForma

Jun 2026 - Jul 2026 (1 month)

Captured real-world video for computer vision datasets, following technical specifications, privacy requirements and quality standards.

RG

AI Data Quality Specialist

RWS Group

Nov 2024 - Dec 2024 (1 month)

Ensured data quality for AI training datasets, applying quality standards and guidelines.

TR

Freelance Translator

TransNpack

Aug 2024 - Nov 2024 (3 months)

Translated and localized French, English and Lingala content for accuracy, naturalness, consistency and cultural appropriateness.

Education

Degrees, certifications, and relevant coursework

LA

LangChain Academy

Introduction to LangChain, Agent Engineering

2026 - 2026

Completed introductory coursework on agent engineering and approaches to more robust, production-ready AI agents.

IG

ISIG GOMA

Bachelor's Degree, Applied Computer Science for Business Management

2023 - 2024

Bachelor's Degree in Applied Computer Science for Business Management from ISIG GOMA, completed from 2023 to 2024.

IG

ISIG GOMA

Bachelor's Degree, Computer Science and Management

2019 - 2022

Bachelor's Degree in Computer Science and Management from ISIG GOMA, completed from 2019 to 2022.

Tech stack

Software and tools used professionally

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