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yagosamu/README.md

I build AI-powered SaaS products, backend systems, and automation workflows that turn complex data and business processes into intelligent software.

With 4+ years of experience in Python, backend development, data automation, and applied AI, I design and build production-ready applications using REST APIs, databases, LLM integrations, RAG pipelines, and structured AI workflows.

My work focuses on practical AI systems: document analysis, semantic search, workflow automation, agentic analytics, and decision-support tools that create measurable business impact.

Currently focused on building AI-native SaaS products with Python, Django, FastAPI, PostgreSQL, LLM APIs, retrieval systems, and data pipelines.


Tech Stack

Core

Python Django FastAPI Django REST Docker

AI & LLM

OpenAI Claude LangChain RAG LLM Apps FAISS HuggingFace

Databases & Data

PostgreSQL Jupyter Pandas NumPy Plotly Scikit-learn

DevOps & Tools

AWS GitHub Actions


Contact

LinkedIn

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  1. juri_ai juri_ai Public

    AI-powered legal SaaS for Brazilian lawyers, with client management, legal document analysis, RAG agents, WhatsApp CRM, deadlines, finance, and judicial calculations.

    HTML

  2. agentic-ecommerce-analytics agentic-ecommerce-analytics Public

    AI data engineering project that combines structured analytics, vector search, and an autonomous agent interface for ecommerce questions.

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  3. brokerly_ brokerly_ Public

    Multi-tenant SaaS for insurance brokerage management, built with Django, PostgreSQL, Celery, and tenant-scoped AI agents.

    HTML

  4. b3-data-lake-aws b3-data-lake-aws Public

    Serverless ETL pipeline on AWS to build a personal B3 data lake with SQL analytics (Athena + Glue)

    Python

  5. llamaindex_pydantic_rag llamaindex_pydantic_rag Public

    Multi-source RAG (LlamaIndex + Pydantic) that routes questions across SQL, vector, and graph stores - exposed via FastAPI and MCP.

    Python

  6. aurum_finance aurum_finance Public

    Personal finance management platform built with Django. Combining a sophisticated dark interface, AI-powered financial analysis, and WhatsApp integration to make expense tracking effortless.

    HTML