Sebastian Correa – Medium

Sebastian Correa

Sebastian Correa

AI Product Management: From Challenges to Solutions

As our world becomes increasingly digitized, the importance of Artificial Intelligence (AI) products has grown significantly. AI has become…

May 7, 2023

AI Product Management: From Challenges to Solutions

May 7, 2023

Sebastian Correa

Make a Simple Comand BOT Python

So how many times do you ask Siri, Alexa, or Google for the weather or the time? Several kinds of bots are now in the market, some more…

May 1, 2021

Make a Simple Comand BOT Python

May 1, 2021

Sebastian Correa

Useful Metrics functions for Keras and Tensorflow

In today's post, I will share some of the most used Metrics Functions in Keras during the training process. A Metric Function is a value…

Apr 17, 2020

Useful Metrics functions for Keras and Tensorflow

Apr 17, 2020

Sebastian Correa

ELMO TensorFlow implementation

An ELMO layer implementation using TensorFlow-Hub and how to prepare data for any NLP task.

Nov 22, 2019

ELMO TensorFlow implementation

Nov 22, 2019

Sebastian Correa

BERT TensorFlow implementation

BERT (Bidirectional Encoder Representations from Transformers) is a recent paper published by researchers at Google AI Language. BERT’s…

Oct 2, 2019

BERT TensorFlow implementation

Oct 2, 2019

Sebastian Correa

Cosine Learning rate decay

In this post, I will show my learning rate decay implementation on Tensorflow Keras based on the cosine function.

Sep 2, 2019

Cosine Learning rate decay

Sep 2, 2019

Sebastian Correa

Bilinear CNN models in TensorFlow-Keras

Implementation in TensorFlow and Keras of Bilinear CNN Models for Fine-grained Visual Recognition, paper.

Aug 26, 2019

Bilinear CNN models in TensorFlow-Keras

Aug 26, 2019

Sebastian Correa

NLP: twitter sentiment analysis with Tensorflow

Implementation of BOW, TF-IDF, word2vec, GLOVE and own embeddings for sentiment analysis. This approach can be replicated for any NLP task.

Aug 2, 2019

NLP: twitter sentiment analysis with Tensorflow

Aug 2, 2019

Sebastian Correa

Sebastian Correa

Experienced engineer in machine learning, pattern recognition, NLP, and computer vision. Passionate about AI product conceptualization and management.

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