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REsteche/README.md

Hi there, πŸ‘‹

My name is Ruben Esteche, I’m a physicist working with data science and natural language processing.

I’m currently working developing advanced AI-driven conversational systems, optimizing cloud infrastructures, and implementing CI/CD practices to ensure scalability and reduce development times. My diverse experience spans building end-to-end machine learning solutions, integrating MLOps practices, and backend development, enabling me to deliver robust and innovative AI solutions.


  • πŸ”­ I have an academic work with time in quantum mechanics; from a new arrival time distribution to tunneling time numerical modeling. I have also experience in causality relationships of events in quantum mechanics, and theory of information.
  • πŸ”Ž I’m always looking to collaborate with other researchers and expand my networking, as well as learn as much as possible on various topics.
  • πŸ–₯️ My job as a Data Scientist involves several topics of programming like webscrapping, machine learning engineering and software development of APIs, and I deal with it through various dataOps frameworks.
  • πŸ“– I have a particular interest in the application of statistical data analysis to uncover linguistics patterns permeating large language models

Languages

Python C C++ SQL Wolfram LaTeX

Libraries

Langchain FastAPI Pandas SpaCy Scikit-learn Pytorch TensorFlow OpenGL

Toolbox

Docker Kubernetes Postman MySQL mongoDB Jenkins JMeter

IDE's/Editors

Visual Studio Spyder Jupyter Notebook Mathematica GoogleColab Overleaf

Stats

Find me

Gmail Git Pages Twitter Linkedin

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  1. master_works master_works Public

    Compiled of random work's developed during my master's degree.

    Jupyter Notebook 2

  2. Stable_Diffusion_API Stable_Diffusion_API Public

    This repository contains an entire backend of an application in rest API format to generate unique images through a stable diffusion algorithm.

    Python 10 4

  3. Physical-simulations Physical-simulations Public

    A serie of pre defined physical simulations in C and Python that i did to practice different numerical methods of solving problems during my course of computational methods for physics.

    HTML 2

  4. Linkedin-Analysis Linkedin-Analysis Public

    This repository contains a personal project developed with the intention of doing a more elaborate data analysis of my Linkedin network.

    Jupyter Notebook 1

  5. sigma-py/quadpy sigma-py/quadpy Public

    πŸ“ Numerical integration (quadrature, cubature) in Python

    763 83

  6. Google_Scholar_Bot Google_Scholar_Bot Public

    A telegram bot in python capable of managing connection to the official Google scholar page available and interacting with the user to download the desired papers.

    Python 2