Eduardo Angeles Cabrera

contact@eangeles.com · linkedin.com/in/eduardo-angeles-cabrera

Summary

Master of Computer Systems graduate with a project related to interpretability of deep neural networks and a certificate in Data Science and Machine Learning from MIT. Mainly working with Python for data analysis and building internal tools to automate daily tasks.

Education

ITESO, Guadalajara, Jalisco, Mexico

Master in Computer Systems 2020

Project: Interpretability of Deep Neural Networks using Prototype search

ITESO, Guadalajara, Jalisco, Mexico

BSc in Networks and Telecommunications Engineering 2016

Experience

LUXOFT

Application Support Specialist Oct 2017 – Present

  • Provided technical support using Python, AWS, MongoDB, SQLite, Linux, and JupyterLab, achieving 98% ticket resolution within SLA.
  • Assisted customers with issues related to the application or testing equipment, including API-related troubleshooting.
  • Developed internal tools to analyze logs and speed up scenario recreation.
  • Created a Python library to interact with the product’s API, increasing the testing speed by 20%.

TCS

Fullstack Developer Intern Jan 2017 – Oct 2017

  • Developed features for internal apps managing permissions using Java, JavaScript, Spring, EXTJS, and REST APIs.
  • Collected requirements directly from customers for new features.
  • Prioritized implementation and bug fixing based on urgency and impact.

Projects

ITESO

Interpretability of Deep Neural Networks using Prototype Search 2020

Technologies: Python, MongoDB, AWS, JupyterLab, Machine Learning, R

Certifications

Massachusetts Institute of Technology (MIT)

Data Science and Machine Learning: Making Data Driven Decisions June 2023

Certificate · Portfolio

Skills

  • Programming: Python, SQL, Pandas, Numpy, TensorFlow, Scikit-learn, Matplotlib, Selenium
  • Tools: PyCharm, JupyterLab, Linux, Docker, MongoDB, SQLite
  • Cloud: AWS
  • Other: Machine Learning, Data Analytics, SQL & NoSQL DBs, Customer Support