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Full stack developer in Munich working on end-to-end client projects across backend services/APIs and modern frontend. Builds production-grade systems with Python (FastAPI) and AI capabilities such as LLM integration, RAG pipelines, MCP servers, and multi-agent orchestration. Strengths include deploying and operating services on AWS with Docker, setting up CI/CD on GitLab, and ensuring quality with automated tests (pytest, Cypress). Experienced with monitoring and evaluation of agent workflows in production using Langfuse and LLM-as-a-judge techniques (DeepEval).…Full stack developer in Munich working on end-to-end client projects across backend services/APIs and modern frontend. Builds production-grade systems with Python (FastAPI) and AI capabilities such as LLM integration, RAG pipelines, MCP servers, and multi-agent orchestration. Strengths include deploying and operating services on AWS with Docker, setting up CI/CD on GitLab, and ensuring quality with automated tests (pytest, Cypress). Experienced with monitoring and evaluation of agent workflows in production using Langfuse and LLM-as-a-judge techniques (DeepEval).

Karim Mannai

Full Stack Developer, Software Engineer, Back-End Developer, +2

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Full stack developer in Munich working on end-to-end client projects across backend services/APIs and modern frontend. Builds production-grade systems with Python (FastAPI) and AI capabilities such as LLM integration, RAG pipelines, MCP servers, and multi-agent orchestration. Strengths include deploying and operating services on AWS with Docker, setting up CI/CD on GitLab, and ensuring quality with automated tests (pytest, Cypress). Experienced with monitoring and evaluation of agent workflows in production using Langfuse and LLM-as-a-judge techniques (DeepEval).…Full stack developer in Munich working on end-to-end client projects across backend services/APIs and modern frontend. Builds production-grade systems with Python (FastAPI) and AI capabilities such as LLM integration, RAG pipelines, MCP servers, and multi-agent orchestration. Strengths include deploying and operating services on AWS with Docker, setting up CI/CD on GitLab, and ensuring quality with automated tests (pytest, Cypress). Experienced with monitoring and evaluation of agent workflows in production using Langfuse and LLM-as-a-judge techniques (DeepEval).

Available to hire

Full stack developer in Munich working on end-to-end client projects across backend services/APIs and modern frontend. Builds production-grade systems with Python (FastAPI) and AI capabilities such as LLM integration, RAG pipelines, MCP servers, and multi-agent orchestration.

Strengths include deploying and operating services on AWS with Docker, setting up CI/CD on GitLab, and ensuring quality with automated tests (pytest, Cypress). Experienced with monitoring and evaluation of agent workflows in production using Langfuse and LLM-as-a-judge techniques (DeepEval).

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Beginner

Beginner

Beginner

Language

Arabic

Fluent

French

Fluent

English

Advanced

German

Intermediate

Work Experience

Full Stack Developer at Slash.Digital GmbH

July 1, 2023 - Present

Full stack development for international consumer brands at a Munich digital agency, covering backend services/APIs through to frontend implementation. Built Python backend services with FastAPI, including LLM integration, Retrieval-Augmented Generation (RAG) pipelines, MCP servers, and multi-agent (A2A) orchestration. Orchestrated multi-agent workflows using LangGraph and LangChain. Monitored agent performance in production using Langfuse, and evaluated LLM outputs using LLM-as-a-judge techniques with DeepEval. Implemented and maintained GitLab CI/CD pipelines for automated build, test, and deployment. Containerized services with Docker and deployed/running services on AWS. Added automated test coverage using pytest (backend) and Cypress (frontend).

Software Engineer at uNotes

November 1, 2022 - May 31, 2023

Built two production platforms end-to-end across the full stack, delivering frontend and backend capabilities for a production environment in a remote setup.

Software Engineer & Team Coordinator at Aigot S.r.l.

January 1, 2022 - November 30, 2022

Delivered feature development as an engineer while coordinating the team’s day-to-day technical work for remote operations from Italy.

Co-Founder & CTO at We-Code

August 1, 2019 - November 30, 2021

Co-founded a tech startup and led engineering across two flagship products: an e-health and an e-learning platform. Owned system architecture and microservices design, and drove the technical roadmap from concept to production, scaling both platforms to operational use.