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Hi there, 👋

My name is Ruben Esteche, I’m a physicist working with data science and natural language processing. I’m currently working at NTT Data in a project that uses several NLP techniques linked to LLM’s in a transformers architecture to compose a chatbot creation platform for companies around the world.

  • 🔭 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.
  • 🔎 I’m always looking to collaborate with other researchers and expand my networking, as well as learn as much as possible on various topics.
  • 🖥️ 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.
  • 📖 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 JavaScript

Libraries

OpenGL FastAPI Pandas SpaCy Scikit-learn Pytorch TensorFlow

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

Ruben Esteche's Projects

automated-loan-calculator icon automated-loan-calculator

One of the first Python Education projects that i have done in JetBrains Plataform while learning the fundamentals of the language.

bert-nha icon bert-nha

Study case of BERT (and LLM's in general) through noronha

code_generator icon code_generator

Simple flask API to generate code instantly for you own queries using AI.

codespace-portfolio icon codespace-portfolio

First time making a portfolio made entirely in javascript using the codespaces platform by github

covid19_data icon covid19_data

Graphs for personal analysis of worldwide death/contamination data related to covid 19.

google_scholar_bot icon google_scholar_bot

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.

linkedin-analysis icon linkedin-analysis

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

master_works icon master_works

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

nlp-task icon nlp-task

This project demonstrates the end-to-end workflow of a Machine Learning project with Noronha.

numericalmethods icon numericalmethods

A collection of numerical methods in Python. Includes root finding, interpolation, least squares, differentiation, integration, Monte Carlo, ODE solvers and a few extras.

pdf_splitters icon pdf_splitters

This repository contains a compilation of different scripts to subdivide a pdf into smaller ones using python

physical-simulations icon physical-simulations

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.

resteche.github.io icon resteche.github.io

My personal academic page hosted on GitHub for jobs and applications; forked from mmistakes/minimal-mistakes

resteche_blog icon resteche_blog

testing fastpages to facilitate and manage notebook posts in a personal blog format

snake-game icon snake-game

Improving my knowledge on PyGame assisted by CohereForAI, testing to code a snake game from scratch using different functionalities and screens.

stable_diffusion_api icon stable_diffusion_api

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

template-text-classification icon template-text-classification

This is a text classification template using imdb dataset from HuggingFace and training is powered by PyTorch and PyTorch-Ignite.

tiptop icon tiptop

:desktop_computer: Command-line system monitoring

weather_unicamp icon weather_unicamp

Open Source academic project for dataset building using CEPAGRI weather data in a DataOps integrated WorkFlow

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