Product-oriented Software Engineer with 10+ years of experience designing, building, and scaling
web platforms across diverse domains, now pivoting toward the development of GenAI-powered
products. My background spans full-stack engineering, APIs, cloud infrastructure, and clean
system design, which I now leverage to build applied AI solutions rather than isolated prototypes. I
focus on Python (FastAPI), modular and hexagonal architectures, and the implementation of
LLM-based systems, including RAG pipelines, multi-agent workflows, and AI-driven automation.
My current objective is a deliberate transition toward AI product development, combining
long-term engineering expertise with newly acquired and continuously consolidated skills in
GenAI, applied machine learning, and MLOps. I am particularly motivated by environments where
experimentation meets real-world constraints, and where AI solutions must be robust, traceable,
and production-ready from day one.
Skills
Experience Level
Language
Work Experience
Education
Qualifications
Industry Experience
- GenAI platform currently under active development for intelligent job search
automation using LLMs and RAG architecture. - Designed with hexagonal (ports & adapters) architecture to ensure clean separation
between domain logic, AI workflows, and infrastructure components. - Ongoing implementation of multi-agent workflows for CV parsing, job matching,
cover letter generation, and recruiter-style feedback. - Development of retrieval-augmented generation (RAG) pipelines with vector
embeddings for semantic search over job offers and candidate profiles. - Backend architecture built with FastAPI, async processing, and modular AI services,
designed for experimentation and future production scaling. - Exploration of LLM orchestration patterns (prompt routing, tool calling, evaluation
loops) inspired by LangChain / LangGraph. - Dockerized development environment with CI-ready structure, focusing on testability,
traceability, and evolvability of AI systems.
Tech stack: Python, FastAPI, LLMs (OpenAI-compatible), RAG, Vector Search, Hexagonal
Architecture, Docker, CI/CD
Hire a Full Stack Developer
We have the best full stack developer experts on Twine. Hire a full stack developer in Geneva today.