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MANTCHA DIAWARA

@mantchadiawara

Python & AI Engineer at Capgemini who contributed to a production RAG platform and cut a delivery cycle from over a month to four hours.

France
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At Capgemini, I’ve delivered projects for enterprise clients and contributed to innovation initiatives as a Software Engineer focused on Python, AI, and DevOps.

For CCY – CITIZEN CENTRICITY, I contributed to a production RAG pipeline built with LangChain, integrating document chunking, embeddings, vector storage, and semantic retrieval. I also integrated GPT-4o mini through Azure OpenAI and Whisper-based speech features.

I developed and maintained Python backend components and React interfaces for the AI interview platform, and authored its experimentation framework. I also ran design workshops with stakeholders and facilitated Agile ceremonies.

For GEMap – ENEDIS, I designed and automated CI/CD pipelines that cut the delivery cycle from over one month to four hours. I used GitLab CI, Maven, Docker, and Kubernetes, and embedded quality and security gates across the pipelines.

Experience

Work history, roles, and key accomplishments

EDF logoED
Current

Software Engineer – Python, AI & DevOps

EDF

Aug 2024 - Present (2 years 3 months)

Automated test and production environment provisioning with Ansible, optimized Jenkins pipelines, and provided technical support and documentation for business teams.

Education

Degrees, certifications, and relevant coursework

PM

PMN

Expert in Information Systems / Lead Java Developer, Information Systems

Expert in Information Systems / Lead Java Developer, RNCP level 7 (Master's degree).

AF

AFPA

Application Designer & Developer, Application Design & Development

Application Designer & Developer, RNCP level 6 (Bachelor's Degree).

AF

AFPA

Web & Web Mobile Developer, Web & Web Mobile Development

Web & Web Mobile Developer, RNCP level 3.

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