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_config.yaml
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# Profile section
profile:
first_name: Rodolfo
last_name: Ferro
picture: https://cdn.glitch.com/88028f3b-2a37-4207-9b84-e56ad97a9d3d%2Frodo_2021.png?v=1622471953248 # Hosted picture
# picture: static/img/rodo_2021.png # Local picture
contact:
address_one: León, Guanajuato
address_two:
phone: (477) ASK-4-IT!
email: [email protected]
description: |
I am a Machine Learning Engineer at Zetalabs S.L. (Spain) and I also collaborate as a Digital Sherpa for the national education program "Innovacción Virtual" with Microsoft Mexico.
I've worked as a Python Dev at CloudLinux and served as a research assistant in applied AI at the Mathematics Research Center (CIMAT), part of the National Consortium of Science and Technology (CONACYT) in Mexico.
I participated in a research project during a summer internship (2017) at the Aspuru-Guzik Research Group, in the Department of Chemistry and Chemical Biology at Harvard University, working with applied machine learning for molecular properties prediction and calibration.
I am (currently) a Google Developer Expert in Machine Learning.
# Social section
social:
website: https://rodolfoferro.xyz
github: https://github.com/RodolfoFerro/
twitter: https://twitter.com/rodo_ferro/
linkedin: https://www.linkedin.com/in/rodolfoferro/
facebook:
dev: https://dev.to/rodolfoferro
medium: https://medium.com/@FerroRodolfo
# Experience section
experience:
item7:
position: ML Engineer
company: Zetalabs S.L.
from: March 2021
to: Present
description: >
Leading the AI development team. Contributing with computer vision tasks for company's product.
link: http://codeandomexico.org/
item6:
position: Community Leader
company: Codeando México
from: September 2019
to: February 2021
description: >
Codeando México mainly focuses on executing activities that connect society and governments, the usage of technologies and internet-based solutions for civic purposes.
link: http://codeandomexico.org/
item5:
position: Open Data Coordinator
company: LAB León / General Direction of Innovation León
from: July 2018
to: September 2019
description: >
Pushing efforts to open (and work with) data in the city. Helping the city with trainings for digital jobs, including programming courses on Python and web development.
item4:
position: AI Consultant
company: NULLSEC (Startup)
from: July 2019
to: September 2019
description: >
Working as an AI consultant for NULLSEC, a computer security company focused on ethical hacking. Particularly helping in the development of NullRansom, an analyzer-debugger software with the purpose of filtering TCP protocol requests, preventing preventively being targeted by malware and ransomware viruses.
link: http://www.nullsec.site
item3:
position: Lead ML Engineer
company: Omdena
from: May 2019
to: July 2019
description: >
Lead ML engineer in Omdena's collaborative tree identification challenge to prevent fire outbursts. Contributed with the models developed and the data preprocessing (we develped a Python package for it).
link: https://medium.com/omdena/building-ai-for-good-by-the-people-for-the-people-d98ad78b5001
item2:
position: Jr. Python Software Developer
company: CloudLinux
from: February 2019
to: May 2019
description: >
In charge of building automation solutions with Python. The tech stack used includes Scrapy, Luigi, requests, and MongoDB.
item1:
position: AI Research Assistant
company: Research Center in Mathematics (CIMAT A.C.)
from: February 2018
to: February 2019
description: >
On charge of doing research and building neural networks for computer vision problems, focused on applications and solutions for real industry issues. Deployed trained models to production.
reference: https://rodolfoferro.xyz/resume/
# Education section
education:
item1:
institution: Artificial Intelligence CONACYT Consortium – CIMAT A.C.
program: Winter School on Artificial Intelligence
description: Attendee to workshops on optimization, deep learning and reinforcement learning. Event organized by the National Consortium on Science and Technology in Mexico.
from: February 2019
to: February 2019
item2:
institution: University of Guanajuato / CIMAT A.C.
program: Bachelor of Mathematics
description: Major in Mathematics with Mathematical Computing as terminal area.
from: August 2011
to: July 2018
item3:
institution: Harvard University
program: Summer Internship – Adapting machine learning techniques for chemistry problems.
description: Worked on a project to calibrate and predict molecular properties using Gaussian processes.
from: June 2017
to: August 2017
reference: https://rodolfoferro.xyz/resume/
# Community section:
community:
item0:
institution: Omdena
program: Community Builder
description: "Selected as a community builder at Omdena due to exemplary performance in their AI challenge on the tree identification challenge to prevent fire outbursts."
from: September 2019
to: Present
link: https://omdena.com
item1:
institution: Future Lab
program: Co-founder and Coordinator
description: "Co-founder and coordinator of Future Lab, a community of tech developers for the future. We maily work under three axis: a) Develop awesome tech based projects, b) Share knowledge with the community, and c) Networking with other communities. As a member of Future Lab I have participated on big events such as Talent Land with an AI talk."
from: April 2017
to: Present
link: https://futurelab.mx
item2:
institution: GitHub Education
program: GitHub Campus Experts Program
description: Mexican member of the GitHub Campus Experts Program, encouraging to empower other student communities. I also serve as a mentor in different events such as Startup Weekends, hackathons, innovation events, etc.
from: October 2017
to: Present
link: https://githubcampus.expert/RodolfoFerro/
item3:
institution: Clubes de Ciencia México
program: Guanajuato Comitee Member and Instructor
description: Co-organizer of the intensive one-week summer science workshops of Clubes de Ciencia México in Guanajuato. Besides organizing, I have participated teaching science workshops (in particular a physics workshop, based on a Nobel Prize design, and artificial intelligence workshops) for high school and undergrad students.
from: January 2015
to: Present
link: https://www.clubesdeciencia.mx
item4:
institution: Google Programs
program: Google Student Ambassador and GDG
description: Served as a Google Student Ambassador Latam for the University of Guanajuato, empowering the student community with Googleness and Google technologies to make their life easier. Currently helping the GDG León with tech talks and workshops about AI as a core member of the team. Do cool things that matter.
from: August 2014
to: July 2015
link: https://www.meetup.com/es/GDGLeon/
reference: https://rodolfoferro.xyz/resume/
# Skills section
tools:
# Consider that the following are fa icons:
# https://fontawesome.com/icons?d=gallery&s=brands
- python
- markdown
- git-alt
- github
- docker
- digital-ocean
- google
- google-drive
- slack
- trello
- apple
- linux
- raspberry-pi
extra_skills:
# - Facebook Messenger, Telegram, and SMS bots
- Web scraping and web automation
- APIs and web development, MongoDB
- Image processing and computer vision
- Machine learning and deep learning
- Several Python packages – Flask, NumPy, matplotlib, TensorFlow, etc.
# Talks and workshops section
workshops:
item0:
event: TEDxUNAMLeón
workshop: AI in modern times, February 2020.
material:
link: https://www.ted.com/tedx/events/35293
item1:
event: PyCon Colombia 2020
workshop: 'Workshop – DLaaS: Building cloud-based intelligent solutions, February 2020.'
material: https://github.com/RodolfoFerro/PyConCo20
link: https://www.pycon.co/ponentes/rodolfo-ferro/
item2:
event: International Meeting on Artificial Intelligence and its Applications (RIIAA) 2.0.
workshop: Workshop – Deep Learning as a Service (DLaaS), August 2019.
material: https://github.com/RodolfoFerro/RIIAA19-DLaaS
link: https://riiaa.org
item3:
event: LAB León Web Dev Crash Course 2019.
workshop: Crash Course – Introduction to Web Development with Python and Flask, August 2019.
material: https://github.com/RodolfoFerro/Flask101
link: https://flask101.glitch.me
item4:
event: DevDay León 2019 by Hackademy.
workshop: Workshop – (AI) API development with Python, August 2019.
material: https://github.com/RodolfoFerro/PythonBaseAPI
link:
item5:
event: Clubes de Ciencia México 2019.
workshop: Workshop – Revealing the Hidden Hyperspectrum with Artificial Neurons, July 2019.
material: https://rodolfoferro.xyz/hyperspectrum/
link:
item6:
event: DevDay Mérida 2019.
workshop: Workshop – Artificial Intelligence with Python, July 2019.
material: https://github.com/RodolfoFerro/DevDayMid2019
link:
item7:
event: Talent Land 2019.
workshop: Talk – A.I. in modern times, April 2019.
material:
link: https://jaliscotalentland2019.sched.com/event/MzAs/inteligencia-artificial-en-tiempos-modernos
item8:
event: PythonDay México 2018.
workshop: Talk – Data Science with Python, December 2018.
material: https://github.com/RodolfoFerro/DataSciPy
link:
item9:
event: PythonDay México 2018.
workshop: Workshop – Machine Learning as a Service (MLaaS), November 2018.
material: https://github.com/RodolfoFerro/MLaaS
link:
item10:
event: HERE Hackathon at Technological University of Leon.
workshop: Mentor on the event. Talk – Integration of Technological Solutions, November 2018.
material: https://github.com/RodolfoFerro/HereHackathon
link:
item11:
event: 6th. International Conference in Software Engineering Research and Innovation (CONISOFT).
workshop: Workshop – Introduction to Neural Networks with Keras, October 2018.
material: https://github.com/RodolfoFerro/CONISOFT2018
link: http://conisoft.org/2018/public/
reference: https://rodolfoferro.xyz/resume/
# Projects section
projects:
item1:
title: flask-resume-template
subtitle: A resume template built with Flask
description: An easy-to-configure simple resume template built with Flask and Bootstrap.
link: https://flask-resume-template.glitch.me
github: https://github.com/RodolfoFerro/flask-resume-template/
img: flask-resume-template.png
tags: [Flask, Python, Bootstrap]
item2:
title: DLaaS
subtitle: Google Colab Notebooks
description: A set of Google Colab notebooks and a Flask base API to learn and serve Deep Learning. Prepared for my workshop at RIIAA 2.0.
link: https://rodolfoferro.xyz/RIIAA19-DLaaS/
github: https://github.com/RodolfoFerro/RIIAA19-DLaaS
img: riiaa.png
tags: [Python, Tensorflow 2.0, Keras, Deep Learning]
item3:
title: impipes
subtitle: Python package
description: A Python package to build image pipelines in a simple way. Preprocess data to feed neural networks in an easier way.
link: https://impipes.readthedocs.io/en/latest/
github: https://github.com/RodolfoFerro/impipes
img: impipes.png
tags: [Python, PyPI, Images, Data Preprocessing, Documentation]
item4:
title: MNIST Web Classifier
subtitle: A CNN served as a web platform
description: Classify handwritten digits directly on your computer or your phone. As simple as taking a picture of a written random multi-digit number.
link: https://flask-micro-template.glitch.me
github: https://github.com/RodolfoFerro/flask-micro-template
img: keras-mnist.png
tags: [Python, Bootstrap, Web Platform, Flask, MNIST, CNN, Keras]
item5:
title: EmojiMerida
subtitle: Google Colab Notebook
description: A real-time coding session with an emotion recognizer on facial expressions for a Data Mérida meetup (01/04/2019). The Ai was developed with Python and Keras.
link: https://colab.research.google.com/github/RodolfoFerro/EmojiMerida/blob/master/Data_M%C3%A9rida.ipynb
github:
img: data-merida.png
tags: [Python, Computer Vision, Keras, Neural Networks]
item6:
title: PythonBaseAPI
subtitle: API template built with Flask
description: API template built with Python and Flask. Serve an Iris classifier as an API. Content for a workshop.
link: https://docs.google.com/presentation/d/e/2PACX-1vSc7Q82-lwQ8fKgR5WcT7Y0r9kotcYiNuyYjHRlF-fdhf6lkIrF9B_2akvzL-ZQ6ZAyT1lxM9f0mPdx/pub?start=false&loop=false&delayms=3000
github: https://github.com/RodolfoFerro/PythonBaseAPI
img: python-base-api.png
tags: [Flask, Python, API, scikit-learn]
item7:
title: flask-micro-template
subtitle: A micro template built with Flask
description: A micro template built with Flask and Bootstrap. Used for minimal testing in Glitch.
link: https://flask-micro-template.glitch.me
github: https://github.com/RodolfoFerro/flask-micro-template
img: flask-micro-template.png
tags: [Flask, Python, Bootstrap]
item8:
title: moltransform
subtitle: Python package
description: Molecular transformations for graphic displaying using Cartesian coordinates.
link: https://pypi.org/project/moltransform/
github: https://github.com/RodolfoFerro/moltransform
img: moltransform.png
tags: [Python, PyPI, Molecules, Rigid Transformations]
item9:
title: FitbitVersa-SimpleOmnitrix
subtitle: Fitbit Versa Clockface
description: My first clock face for Fitbit Versa, inspired in Ben 10's Omnitrix.
link: https://gallery.fitbit.com/details/6c75fa41-8de0-41db-b851-f21f7447018b
github: https://github.com/RodolfoFerro/FitbitVersa-SimpleOmnitrix
img: simple-omnitrix.png
tags: [TypeScript, Ben 10, Fitbit, Fitbit Versa]
# Certifications and awards section
awards:
- 'Winner – #TFWorld TF 2.0 Challenge – TensorFlow at Devpost 2020'
- Academy and Technology – Statal Youth Prize Guanajuato 2018
- Quantum Computing 101 – IBM Q Certification Badge 2018
- 1st. Place – HDI Challenge – Talent City Hackathon 2018
- 1st. Place – SWITCH Hackathon 2017
- 1st. Place – IBM Hackapalooza – Bluehack Hackathon 2017
- 1st. Place – 12th. Creativity and Innovation Contest at the University of Guanajuato 2017
- 1st. Place – Centro Fox National Hackathon 2017
- 1st. Place – 6th. Creativity and Innovation Contest, DCEA-UG 2016
- Silver Award – SynBio Giant Jamboree – iGEM 2016
- 1st. Place – 4th. Creativity and Innovation Contest, DCNE-UG 2016
- 1st. Place – Fintech – HackBajío Hackathon 2016