• Design, model, and develop models to assists the insights provided by Clarity.
• Successfully developed and deployed a feature that generates automatic insights digests for customers with recommendations and metrics, reaching over 300k users.
• Handle Big Data (~30TB) queries on High Performance Compute Clusters
• Perform data analysis reports using python and C# to internal stakeholders.

• Implemented a deep learning forecasting tool for time series analysis to predict demand and capacity of the operation in the groceries team.
• Perform MLops to deploy and serve models, with continuous integration using Airflow, SageMaker and Tensorflow Serving.
• Collaborated with other data scientists to design a user segmentation and recommendation system.

• Natural Language Processing & Deep Learning Researcher at the Faculty of Computer Science in Dalhousie University under the ELAP Program.
• Research focused on Automatic Abstractive Unsupervised Summarization of online news discussions.
• Work culminated in a paper accepted at intelliSys 2021

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.

• Relevant courses: Deep Learning, Text Mining, Business Intelligence, Pattern recognition in data mining, Image Processing Fundamentals, Advanced Databases.
• GPA: 80/100 | 3.7 (A-)
• Thesis: "Neural Abstractive Unsupervised Summarization of Online News Discussions"
  Graded 100/100 | 4.0 (A+)

• Developed a software tool to handle technical time and repairs for the telescopes.
• Achieved improved efficiency, consistency and scalability compared to the previous process.

• Taught eighth grade students about Data Structures and Algorithms.
• They successfully applied this knowledge to solve computer science challenges from concept to code.

• Deep Learning.
• User Interface Design.
• Non-Relational Databases.
• Algorithms & Complexity.
• Data Structures.
• Computer Programming in Python.

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.

Le Mi Know (When it runs)

View on Github

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.