MSc. Computer Science
Hello!
A little bit of what I do:
I am an Artificial Intelligence professional and researcher with a curious mind and a continuous desire to learn more about this wonderful world and its mysteries.
My second passion is Web Development. What would we do without the web?
Interests
Artificial Intelligence
My experience ranges from ingenious search algorithms to machine and deep learning. I will welcome our machine overlords with open arms.
Deep Learning
One of the most powerful technological achievements of humanity so far. Exploring and exploiting its power is in my destiny.
Data analytics
I enjoy finding a story to tell, and coming up with a business solution.
Web Development
The world is more connected than ever before, and I am more excited than ever before about it.
Computational neurosciences
How can machines help us understand ourselves? How can we replicate what billions of years of evolution did? Oh my...
Research
“I can live with doubt and uncertainty. I think it is much more intersting to live not knowing than to have answers which might be wrong.” -Richard Feynman
Stats
Programming & DevOps
Python: 95
FastAPI: 90
React.JS: 90
Node.js: 60
Databases (SQL & No SQL): 70
Deep Learning (TensorFlow)
Computer Vision: 90
Generative Deep Learning: 75
Deep Reinforcement Learning: 60
Time Series Analysis: 40
Natural Language Processing: 70
Data Analytics
Visualization: 95
Teaching/Presenting: 100
Machine Learning: 70
Statistical Methods: 60
Languages
German: 65
English: 100
Spanish: 100
My trajectory
Experience
Jun 2022 - Present
Founding Software Engineer
Paisa
Bringing financial security to people through remittance-based loans. Developed and designed a solid technological foundation for the business.
Jun 2021 - Feb 2022
Full Stack Developer
S2G Energy
Developed a solar energy consumption management web app for a major generator in Mexico using React.JSin the frontend and Django in the backend.
Jul 2020 - Dec 2020
Node.JS Back-End Developer
Chib
In charge of managing and expanding the app's Node.JS back-end hosted in AWS. Proposed and implemented the first version of Chibotito, a WhatsApp bot to make remittances.
Jan 2020 - Jul 2020
Data Analyst and Web Developer
S2G Energy
Proposed and implemented the first version of the Energy Assistant webpage (https://assistant.energy) for data visualization and device control. Proposed a WhatsApp bot for energetic queries and thermostat control.
Nov 2019 - Dec 2020
Data Analytics Teaching Assistance
Tecnológico de Monterrey
Assist in the delivery of lectures that covered Python for data analysis, Machine Learning basics (sci-kit learn), Deep Learning basics (Tensorflow), front and back-end development, JavaScript for data visualization (D3.js, Leaflet.js, Plotly.js), and databases (SQL & No-SQL).
Jan 2019 - Jan 2020
Business Analyst
S2G Energy
Analyze the energetic consumption of clients to plan saving strategies. Creation of dashboards with PowerBI.
Education
Jan 2021 - Dec 2022
MSc. Computer Science
Tecnológico de Monterrey
Program focused on understanding the fundamental capabilities and limitations of computers. Thesis focused on Deep Learning applied to the understanding of tauopathies (e.g. Alzheimer's disease). Earned a 100% tuition scholarship and graduated with high honors.
May 2019 - Oct 2019
Data Analytics and Visualization Bootcamp
Tecnológico de Monterrey
Bootcamp that covers various tools and methods for data analytics and visualization such as Python, Machine and Deep Learning, databases, JavaScript, HTML & CSS
Aug 2015 - Dec 2018
Sustainable Development Engineering
Tecnológico de Monterrey
The main focus areas of the program are environmental engineering, process engineering and electrical engineering. Finished a year earlier due to great performance and graduated top of the generation with high honors.
Certifications
2021
TensorFlow: Advanced Techniques Specialization
DeepLearning.AI
First, learn how to build custom TensorFlow models, layers, and loss functions. From there, work on implementing advanced computer vision and generative models, as well as learning how to do distributed training in TensorFlow.
2021
Generative Adversarial Networks Specialization
DeepLearning.AI
Understand how neural networks can create new data based on examples and learn about the state-of-the-art approaches to this difficult task.
2021
TensorFlow Developer Professional Certificate
DeepLearning.AI
Four-course specialization that focuses on building basic Deep Learning models for various tasks with TensorFlow.
2021
Deep Learning Specialization
DeepLearning.AI
Five-course specialization that goes from the very basics of how neural networks work and builds up from there to understanding state-of-the-art models and how to structure Deep Learning projects.