alejandrods / benchmark-edgetpu-hwnas

Comparative of the performance of computer vision models designed by hand and models designed using Hardware-Aware Neural Architecture Search (HW-NAS)

Hi, my name is Alex 👋

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I'm a Machine Learning Engineer, Aeronautical Engineer, Teacher and Climber!

• 📚 Machine Learning Engineer holding a Master's degree by the University of Sydney.
• 🔭 I’m taking a course of Redis
• ✍ I’m looking to write more articles on Medium
• ⚡ Fun fact: I love to climb and travel and I'm currently living in Australia ☀️

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📕 Latest Projects

• Analysis of robust classification algorithms for overcoming class-dependant labelling noise: Forward, Importance Re-weighting and T-revision - Code! 💻
• Analysis of the robustness of non-negative matrix factorization (NMF) techniques: L2-norm, L1-norm, and L2,1-norm - Code! 💻
• Generating cover letters with the GPT-2 model - Deployed on Google Cloud - Try it here! 🕹️
• Named Entity Recognition in travel-related documents using RNN - Deployed on Google Cloud - Try it here! ✈️
• Call Center to analyze automatically if a person can be infected with Coronavirus - AWS Connect + AWS Lex Bot - Call me! - [phone] 📞
• Service for generating text with the GPT-2 model - Deployed on Google Cloud - Try it here! 🖨️
• Alexa Skill using Lambda Functions and Web Scraping - Try it here! 🤖

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📕 Latest Blog Posts

• A little bit of strange/interesting Datasets for Machine Learning
• Measuring social distance in the time of Covid-19
• Noise: It’s not always annoying
• Style Transfer Pytorch
• Neural Network from Scratch