Isaac Olguín

I am a master's student, software developer, consultant, and interested in Natural Language Processing, Security and Privacy.

I worked in the banking sector for more than 5 years and then decided to leave my family, my comfort zone, and life in Mexico to do my masters in Germany, where I'm currently living. As a SW engineer, I have a holistic perspective of what has to be done in the whole process of a project's development.

My area of interest relies on NLP and Security, and how both can be merged into applications with social impact.

Experience

Education

Skills

• Cross Browser Developing, Testing & Debugging
• Risk analysis
• Cybersecurity

Interests

Apart from being a web developer and cybersecurity consultant, I enjoy most of my time cooking, playing volleyball, hiking on the german/austrian Alps, dancing, travelling, or watching all kind of movies.

Even though, I haven't taken any photography course. I love capturing moments of landscapes.

Certifications

• Deep Learning Specialization
  • Neural Networks and Deep Learning · Coursera
    
  • Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization · Coursera
    
  • Structuring Machine Learning Projects · Coursera
    
  • Convolutional Neural Networks · Coursera
    
  • Sequence Models · Coursera
    
• Natural Language Processing Specialization
  • Natural Language Processing with Classification and Vector Spaces · Coursera
    
  • Natural Language Processing with Probabilistic Models · Coursera
    
  • Natural Language Processing with Sequence Models · Coursera
    
  • Natural Language Processing with Attention Models · Coursera
    
• Machine Learning Specialization
  • Unsupervised Learning, Recommenders, Reinforcement Learning · Coursera
    
• Build Basic Generative Adversarial Networks (GANs) · Coursera
  
• Sentiment Analysis with Deep Learning using BERT · Coursera
  
• Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning · Coursera
  
• Introduction to Python for Cybersecurity · Coursera
  

Projects

• Cybersecurity · Siemens
• Defense against Adversarial Attacks (NLP, DL) [Repository]
• GeneCruncher (Backend, NodeJS) [Repository]
• Search Engine for the US Board of Veteran's Appeals Decisions (NLP, Legal-domain, ML) [Repository]
• Automated Trauma Detection in Genocide Court Transcripts (NLP, medicine & health) Miriam Schirmer, Isaac M. Olguín N., Edoardo Mosca, Shanshan Xu, and Jürgen Pfeffer in International Conference on Artificial Intelligence and Law, ICAIL 2023
• SupervSegmentizer (NLP, Supervised Learning, Pre-processing texts, MERN web app) [In progress... Repository]
• (In)Security Online Voting Systems (Homomorphic encryption) [Paper]
• Payment Systems Development · Bank of Mexico (Banking-sector, real-time systems, web-development, standalone apps)