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Welcome to My GitHub Profile

About Me

Hi, I'm Arturo Salcedo, an experienced Python Developer with a focus on FastAPI, AI/ML integrations, and scalable cloud solutions on Azure. I specialize in building high‑performance APIs and intelligent systems for mission‑critical applications.

  • Skills: Python, FastAPI, AI/ML, Azure, PostgreSQL, Docker, Event‑Driven Systems
  • Tech Stack: FastAPI, React, PostgreSQL, Redis, Kafka, Celery, Docker, Azure, AI/LLM
  • Cloud: Azure (App Service, Container Apps, Functions)
  • AI Integration: RAG, LLMs, OpenAI API, Vector Search

Projects

1. AI‑powered Knowledge Retrieval API

A FastAPI backend that implements Retrieval‑Augmented Generation (RAG) for intelligent document retrieval and summarization.

  • Tech: FastAPI, PostgreSQL, Docker, OpenAI API, Redis
  • Description: Build a scalable search API using AI and vector embeddings to search over large document datasets.
  • Link: [repo link]

2. AI Issue Classification Service

FastAPI microservice for AI‑driven classification of issues with integration into PostgreSQL, Redis, and OpenAI.

  • Tech: FastAPI, PostgreSQL, OpenAI, Redis
  • Description: A service that classifies issues or queries using GPT‑3 and stores results in PostgreSQL.
  • Link: [repo link]

3. Event‑Driven AI Workflow System

Scalable event‑driven microservices using FastAPI, Kafka, and Celery for task orchestration.

  • Tech: FastAPI, Kafka, Celery, Redis, PostgreSQL
  • Description: An event-driven system for processing background tasks and scaling AI workloads.
  • Link: [repo link]

Contact & Connect

Feel free to explore my repositories, and let’s connect!


Key Highlights

  • AI + Backend Expertise: Experience in designing and deploying AI‑powered APIs with scalable cloud infrastructures on Azure.
  • Real‑World Applications: Focus on intelligent systems for real‑time, mission‑critical applications.
  • Tech‑driven: Skilled in modern technologies like PostgreSQL, Redis, Docker, and AI integrations (e.g., RAG, LLMs).
  • Cloud Expertise: Proficient in cloud solutions, especially Azure for deploying containerized microservices.

Future Goals

  • Enhancing AI systems to further integrate natural language processing into backend APIs.
  • Expanding cloud deployment capabilities with Azure Kubernetes Services and CI/CD pipelines.
  • Contributing to open‑source projects focused on AI/ML solutions and scalable backend architectures.

My Contributions to Open Source

I actively contribute to open-source projects related to backend development, AI/ML integrations, and cloud deployment. Check out my contributions in my repositories and other external contributions.


License

MIT License © 2025 Arturo Salcedo

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