Ivan Ledesma

I'm Ivan, an advanced Data Science student at Guillermo Brown National University. I have experience in machine learning, and I'm currently learning MLOps. In my free time, I enjoy writing, reading, drinking mate, and playing video games.

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Machine Learning Engineer MLOps

Blog

Here is some stuff I've written

Welcome to My Blog

A short introduction to my new blog built with Astro.

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Projects

Some of the projects I have created or worked on

🤖 ImageClassify API

A RESTful API for image classification using machine learning models, deployed with Docker for easy integration and testing.

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🚗 CNN Vehicle Classifier

A deep learning project for vehicle classification using CNN, including background removal techniques with Detectron2.

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🎬 Sentiment Analysis on Movie Reviews

A sentiment analysis project that uses Natural Language Processing (NLP) to classify movie reviews as positive or negative using machine learning techniques.

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🛒 Automated Product Clasification

An NLP-based solution for automatic product categorization in e-commerce that improves product discovery and user experience.

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Book recommendations

Aquí están los últimos libros que agregué a mi biblioteca de Machine Learning.

Building Machine Learning Powered Applications

Emmanuel Ameisen

The Hundred-Page Machine Learning Book

Andriy Burkov

Hands-On Machine Learning

Aurélien Géron

Grokking Machine Learning

Luis G. Serrano

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