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bugarin10/README.md

My name is Rafael Davila Bugarin

LinkedIn

I am currently employed at the Center for Research & Engineering of AI Technology in Education (CREATE). In this role, I am tasked with developing a framework for deploying Large Language Models (LLM). This involves working with blob storage, retrieving information from a vector database, and implementing Retrieval Augmented Generation (RAG) to deliver a customized model for our stakeholders.

Interesting projects:

  1. Local LLM using Local VDB to query Documents. repo here
  2. Image recognition app demo video here, repo ->here
  3. end-to-end ETL process, webscrapping, pyspark, Databricks-Azure hosting, deployment with Tableau. Demo video here, repo here

I got a major in Mathematics, where only 10% graduate, and a master in Economics from one of the best universities in Latin America, I'm a Fulbright Scholar and currently a MSc Data Science student @ Duke.

I'm also deeply committed to improving both businesses and people, even outside of work, as I run an NGO to teach math to children 📚 Sodemca Academy.





AWS Azure Google Cloud Heroku Emacs RStudio Visual Studio Code C C++ Python Rust PyTorch scikit-learn TensorFlow

Pinned Loading

  1. image_recognition image_recognition Public

    HTML

  2. databricks_end_to_end databricks_end_to_end Public

    Jupyter Notebook

  3. aws_stepfunctions aws_stepfunctions Public

    Rust

  4. CI_CD_webmicroservice_with_docker CI_CD_webmicroservice_with_docker Public

    Python

  5. vectordatabase vectordatabase Public template

    Jupyter Notebook

  6. powercrew/MIDS_MIX powercrew/MIDS_MIX Public

    Jupyter Notebook 1