You can find my resume here!
Deep Neural Networks, CNNs, Autoencoders, Attention, applied for supervised and unsupervised tasks with Pytorch and Tensorflow with training on Sagemaker
ETL Processing using Python and Airflow, Statistical Analysis, Time Series Forecasting, Recommendation Systems and KPI-based solutions
Support Vector Machines, Decision Trees, Random Forest, Clustering techniques, Feature Engineering using Sklearn
Word embeddings, Transformer Architectures, self attention, topic modeling applied on clasification, exploratory and, generative tasks using Huggingface and Gensim
I. Tampe, M. Mendoza, and E. Milios, Neural abstractive unsupervised summarization of online news discussions. . In Intelligent Systems and Applications: Proceedings of the 2021 Intelligent Systems Conference (IntelliSys) Volume 2 (pp. 822-841). Springer International Publishing.
Every year the School of Engineers awards a Distinction to the graduate engineers of the last promotion of the Universities and Academies recognized by the School. This Distinction is granted to those engineers designated by the respective Universities, in recognition of their academic performance and their conditions of leadership and participation.
Highest Academic Distinction awarded to the best graduated student by GPA on the Computer Science Engineer class of 2021. The person who receives it stands out in achieving the profile of excellence, has recognized merits and consecration in their studies.
The Emerging Leaders in the Americas Program (ELAP) scholarships provide students from Latin America and the Caribbean with short-term exchange opportunities for study or research, in Canada, at the college, undergraduate and graduate levels. The grant consisted of 5500 USD.
Seeds for the Future is a 3 week immersive program based in China. Successful applicants spend an initial period at the Beijing Language and Cultural University. From there they are flown to Huawei’s HQ in Shenzhen where they learn about Huawei’s international business culture and receive technical training from some of the finest professionals in the industry.
Understanding the role of Social Media during the October 2019 Chilean protests, by analyzing the violence in posted images with deep learning and time series analysis. The linked demo shows some of our data projected in a vector space to find simmilarities based on ImageNet Embeddings.
A small open-source python library to get a notification when your function call starts, finishes, or it crashes during runtime, by only adding two additional lines of code. It currently needs an update :(
A Twitter bot that posts fake news titles in Spanish, Works thanks to a deep learning encoder-decoder using a BERT architecture, came up as a side project using my thesis research, posts every three hours and generates an image accordingly.