Name: Wilfredo Martel
Type: User
Company: FullStack Developer | Semantic Search | NLP
Bio: I am a passionate student in Artificial Intelligence, specializing in semantic search, NLP, transformers, and bio-inspired algorithms.
Location: Ecuador
Blog: www.linkedin.com/in/wilfredomartel
Wilfredo Martel's Projects
Bloom is a new multi-lingual LLM (Large Language Model) from BigScience, a Hunggingface-hosted open collaboration with hundreds of researchers and institutions around the world. This repo contains a notebook and configuration scripts to get started with the basics of text generation using Bloom's 1.3B parameter pre-trained model.
Step Progress construido em angular
Tools to apply Semantic Textual Similarity (STS) Evaluation to Language Models from Tensorflow Hub, Huggingface, etc.
Implementation of different summarization algorithms applied to legal case judgements.
Simple multi-language Python and NLTK-based implementation of text summarization
A Reddit bot that summarizes news articles written in Spanish or English. It uses a custom built algorithm to rank words and sentences.
This is the official implementation of the paper: "Contrastive Learning of Sentence Embeddings from Scratch"
iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android
Tevatron - A flexible toolkit for dense retrieval research and development.
CSCI 544 Project
A seq2seq model that can generate summaries from fine food reviews on Amazon.
Python project for generating search results based on a given text using TF Universal Sentence Encoder and ElasticSearch database.
Multiple implementations for abstractive text summurization , using google colab
python modules :: Modules to extract text from different formats, remove header and footer and seperate sentences
Repositorio con los recursos del TFG elaborado por José Manuel Muñiz Peña
Master's final project at the Data Science Master from KSchool
The Complete Coding Interview Guide in Java, published by Packt
Surveillance System Against Violence
An OpenAI's Whisper-based full-stack project to transcribe audio and video files using React & Django.
Este es un tutorial donde usamos aprendizaje por transferencia para la clasificación de imágenes diagnósticas, paso a paso!!
Companion repository to Paul Azunre's "Transfer Learning for Natural Language Processing" book
Master thesis code and results on topic "Transfer learning in paraphrase detection for English and Spanish languages"
Visualising the Transformer encoder
A Comprehensive Implementation of Transformers Architecture from Scratch
Transformers for Natural Language Processing, published by Packt
Python-based implementation of the Translate-Align-Retrieve method to automatically translate the SQuAD Dataset to Spanish.
Implementation of TSP and VRP algorithms using a Genetic Algorithm
Python implementation of a live deep learning based age/gender/expression recognizer
programs from university of california coursera course on data structures and algorithms