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Hello!

I'm Isaac Rodríguez, an ML/Software Engineer from Mexico. I currently work at a UK startup called Definely where I focus on NLP solutions for conversational chatbots with a heavy use of Transformer models and general MLOps and backend development for AI. On my free time I like contributing to open source communities. I've collaborated with Omdena Mexico Chapter in order to fight misinformation and Somos NLP, one of the largest communities of NLP in Spanish. Feel free to connect with me here:

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⚡ Technologies

Programming Languages

Python JavaScript Java Scala C++

Machine Learning

PyTorch TorchServe scikit-learn mlflow DVC NumPy Pandas

Software Development / Backend

MongoDB MySQL Docker Kubernetes FastAPI Flask Amazon AWS Google Cloud Git Postman

FrontEnd

React HTML5 CSS3

Stats

Github Stats Top Langs

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Isaac Rodríguez's Projects

ai-challenge-trees icon ai-challenge-trees

Official repository for the "Identifying trees on satellite images" challenge from Omdena <> Ciencia & Datos

algorithms icon algorithms

Implementation of different algorithms and programming problems

author-identification icon author-identification

Authorship Attribution (AA) problem is generally expressed as: given a disputed text and a set of candidate authors with their writing samples, find the author of the given disputed text from the set of candidate authors.

cemeval-2015 icon cemeval-2015

Dadas dos oraciones, s1 y s2, los sistemas participantes en la tarea deben calcular qué tan similares son s1 y s2 regresando un ‘score’(puntuación) de similaridad y opcionalmente un ‘score’ de confianza.

chrome-extension-cohere icon chrome-extension-cohere

Chrome Extension to analyze news articles and determine if it contains false claims. it uses Cohere API for the AI features.

concatbert icon concatbert

Baseline model for multimodal classification based on images and text. Text representation obtained from pretrained BERT base model and image representation obtained from VGG16 pretrained model.

d2l-en icon d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

displayforecastio icon displayforecastio

Script that displays the weather. Designed to showcase a sane project structure for a beginner

gmu-baseline icon gmu-baseline

Replication of models and results obtained in "Gated multimodal networks" paper

googlemapsui icon googlemapsui

User Interface using google maps for data visualization and spatial analysis

multimodal-adapters icon multimodal-adapters

Adapter modules with support for multimodal fusion of information (text, video, audio, etc.) using pre-trained BERT base model

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