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…

7 min readMay 7, 2023

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AI Product Management: From Challenges to Solutions

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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…

4 min readMay 1, 2021

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Make a Simple Comand BOT Python

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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…

4 min readApr 17, 2020

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Useful Metrics functions for Keras and Tensorflow

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Sebastian Correa

ELMO TensorFlow implementation

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

2 min readNov 22, 2019

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ELMO TensorFlow implementation

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Sebastian Correa

BERT TensorFlow implementation

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

2 min readOct 2, 2019

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BERT TensorFlow implementation

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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.

4 min readSep 2, 2019

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Cosine Learning rate decay

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Sebastian Correa

Bilinear CNN models in TensorFlow-Keras

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

2 min readAug 26, 2019

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Bilinear CNN models in TensorFlow-Keras

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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.

7 min readAug 2, 2019

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NLP: twitter sentiment analysis with Tensorflow

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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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