
Carlos A. Pérez-López
Data Sciencist
PhD in Engineering
MSc in Electonics and Computer Engineering
BSc in Electronics Engineering
Projects:
Bulk analysis of informatic materials DataSets.
Informatic materials will shape future development of techonogy and hardware development. However without extensive analysis data alone can push so far.
In this work i am analyzing large datasets from informatic materials database to identify structural information correlation to multiparameter data using data science and machine learning.
This work is currently in publication process, more details soon!
Modeling piezoelectric nanocomposite material data
(Part 2: Multiple matrixes)
Nanocomposite analysis and modeling is one of the most challenging areas of materials science, an advanced analysis not only consits of large multivariable datasets, but apparent no correlation dificulties modelling.
This work faces the challenges highlighted in part one where data from component interaction has a crucial role on the model output, however to completely model this data a high number of slow high-cost measurements are required. By analysis of multiple datasets obtained from interantional collaboration and its aplication of custom FEM models I have infered the interaction impact in a novel way with a significant reduction of lab time and resources.
I expect this work to help scientists to boost their studies on nanocomposites.
This work is currently in publication process, more details soon!
Analysis of additive manufacturing novel material data.
Printed advanced materials with added properities (conductive, magnetic, ect) analysis and modelling is the next step forward for their mass application.
In this 2 part work i have analized and guided personel in the analysis of novel material driven data, doing data extraction from 3d Printed EM shielding devices and printed conductivity meters.
For this time, we have challenged ourselves not only from material data, but electomagnetic measurements which required incluiding electromagnetical properties and new statistic techniques.
First part of this work has been published at the 2023 IEEE Wireless and Microwave Technology Conference (WAMICON) and can be found here (feel free to contact me for a copy).
Second part is still under publication process, more details soon.
PortAqua:
A water quality meter for communty empowerment.
PortAqua is a device I developed from scratch during my work as doctoral researcher at Universidad de los Andes. It consists in low cost ARM-based device with pH and conductivity sensing capabilies.
During this project i was able not only to design a gata-gathering device but to analize over one year of multi-variable data points, and user peception learning curve. Additionally, during this work I was able to lead teams of over ten persons guiding them in device development, formation, and social communication.
This work has been published at Springer’s nature journal: Enviromental Monitoring and Assessment here.
International visits:
CERN (Geneva, Switzerland):
Visited instalations:
- Antimaterial Factory
- Alpha Magnetic Spectrometer(AMS) Payload Operations Control Centre (POOC)
INAOE (Puebla – Mexico):
Visited instalations:
- Innovation in Microelectromechanical Systems Laboratory (LIMEMs) Clean Room
- Solar Telescope
Events and conferences:
II Applied Physics, Engineering and Innovation Conference (10/2023 – Manizales, Colombia):
Role: Poster presentation (in-person).
Filler diameter size and concentration impact on piezoelectric response of ZnO- base Nanocomposites.
Awards:
Best Ongonig Thesis Award – Departamento de Ingenieria Electrica y Electronica, Universidad de los Andes (12/2022 – Bogota, Colombia):
Awarded to the best graduate thesis presentation in 3 minute speech plus poster
Best Thesis Award EEII2022, 2nd place – Facultad de Ingenieria, Universidad de los Andes (12/2022 – Bogota, Colombia):
Awarded to the doctoral student with best 5-minute pitch and the following achievemtents:
– Clear and atractive comunnication of its project.
– Succesfully demonstrated the potential impact of its project.
– Proposed and implemented an innovative solution to the propsed problem.
Outstanding collaborator 2022 – IEEE Uniandes Chapter (12/2022 – Bogota, Colombia):
Awarded as acknowledment of outstanding development of activities for the growth and development of the IEEE uniandes chapter.
Tesis Laureada award – Universidad Industrial de Santander (08/2016 – Bucaramanga, Santander):
Award given to Bachelor degree tesis named: Development of a CMOS 28 nm Standard Cell Library, due to it sucessfull application of top of the state of art foreign technologies/techniques to the national academic enviroment.