Cédric

Key Skills

Software

Label Studio

Internal/Proprietary Tooling

Top Subject Matter

AI dataset training support

LLM-oriented code quality evaluation

Bilingual technical interpretation and document translation (English/French)

Top Data Types

Video

Text

Document

Top Task Types

Computer Programming/Coding

Data Collection

Text Summarization

Question Answering

Text Generation

Transcription

Evaluation/Rating

Prompt + Response Writing (SFT)

Function Calling

Freelancer Overview

Highly analytical Software Engineer and Technical Product Lead with a BA in Computer Science and expertise in building complex software architectures. Proven track record in AI dataset training, software engineering data annotation, and code-correctness labeling. Highly proficient in a bilingual environment (English/French), leveraging deep code-review capabilities and cross-cultural technical interpretation to validate, debug, and optimize multi-lingual datasets for Large Language Models (LLMs). Education includes Bachelor of Arts, African Leadership University (2024). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Evaluation and Rating.

Labeling Experience

Founder & Principal Product Lead (CodeXtreme) - AI training and code correctness evaluation / bilingual data translation & interpretation

Don't discloseDocumentComputer Programming/Coding

Directed senior-level technical code reviews and debugging activities to evaluate code repositories for efficiency, logic correctness, and adherence to programming best practices across multiple concurrent product teams. Conducted technical dataset validation work by reviewing and refactoring code to ensure quality and correctness before release. Translated and interpreted technical requirements between English and French cohorts to keep labeling, evaluation criteria, and implementation behavior consistent. • Reviewed and evaluated code across 10+ concurrent software engineering product efforts • Performed refactoring and quality assurance on multiple active projects • Acted as an informal technical interpreter/translator and alignment facilitator • Structured bilingual understanding of requirements, documentation, and code comments

2023 - Present

CS Teaching Assistant & Peer Mentor (African Leadership University) - coding/data validation and structured feedback at scale

DocumentComputer Programming/Coding

Evaluated and debugged a large volume of student programming submissions by grading assignments under strict criteria for correctness. Provided structured written feedback on software engineering scripts to validate logic execution and identify structural errors. Supported multilingual learning by interpreting and explaining algorithmic constraints for a bilingual student body (English/French), which served as an instructional form of data/label validation. • Graded and provided feedback on 1,000+ programming assignments (Web Development, Data Structures, Core Algorithms) • Analyzed, graded, and gave structured feedback on 1,000+ software engineering scripts in Python/JavaScript/Data Structures • Validated logic execution and structural errors under defined evaluation criteria • Facilitated bilingual 1:2 and group workshops to clarify SDLC concepts

2021 - 2021

Education

Work History