Project DetailPublishedFeatured

DevTwin

A RAG portfolio assistant that analyzes CV documents and public GitHub repositories to answer candidate-specific questions.

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story layer

A richer project page with gallery, stack, links, and case-study copy.

Featured projectPublished

Project narrative

A RAG portfolio assistant that analyzes CV documents and public GitHub repositories to answer candidate-specific questions.

JavaSpring AIPythonFastAPILangChainChromaDBDocker

architecture note

components -> hooks -> services
                -> repositories -> supabase

server routes:
github sync -> supabase cache
chatbot -> portfolio context

Outcome

Built as a polished portfolio surface

Surface

CMS managed detail page

Data

Supabase localized content

Cover image

DevTwin

Links

GitHub repository

Live demo not linked yet

presentation block

Path

/en/projects/devtwin

Project sections, galleries, architecture notes, and demo links can be expanded from the admin workflow.

Problem

Technical profiles are spread across CVs, source repositories, and project descriptions.

Solution

Java, Spring AI, Python, FastAPI, LangChain, and ChromaDB combine the sources into a bounded retrieval workflow.

Role

RAG architecture, source ingestion, backend services, and portfolio-focused answer design.