Felipe Cueto
Table of contents
## Summary
Spaniard and Colombian, Bilingual (English/Spanish), Systems and Computing Engineer, from the [Universidad de Los Andes](https://uniandes.edu.co/en) (September 2018). With a Masters of Science in Systems and Computing Engineering (February 2021) focused on Artificial Intelligence. With experience in advertising, academic data analysis, and desktop application development. Interested in software development, artificial intelligence, and robotics. Knowledge in programming language theory, data analysis, machine learning, semantic networks, and vector data bases.
## Academic Training
**Undergraduate degree in Systems and Computing Engineering**
[Universidad de los Andes](https://uniandes.edu.co/en)
Bogota, Colombia (2018)
**Masters of Science in Systems and Computing Engineering**
[Universidad de Los Andes](https://uniandes.edu.co/en)
Bogota, Colombia (2021)
## Academic work and achievements
**“Graph Comparison” ([Project link](https://repositorio.uniandes.edu.co/handle/1992/40301), [Paper link](https://link.springer.com/chapter/10.1007/978-3-319-98998-3_13))**
- Developed graph comparison metrics
- Used Python
**“Steps Towards a Predictive Semantic Resource Recommendation System for University Students”**
([Thesis link](https://repositorio.uniandes.edu.co/handle/1992/50979))
- Trained student grade prediction ML models
- Researched bridge between ML models and semantic data
- Used Python
- Used pandas, scikit-learn, and Networkx
## Publications
(Manuscript) Cueto-ramirez, F., Marino, O., Manrique, R., & Bejarano, S. (n.d.). *Analyzing Feature Importance in a Course Prediction Model by Detecting Semantic Relationships*.
(Manuscript) Cueto-ramirez, F., Marino, O., Manrique, R., & Romero, L. (n.d.). *Predicting Students ’ Course Performance Using Classification And Regression Algorithms*.
Manrique, R., Cueto-Ramirez, F., & Mariño, O. (2018). Comparing graph similarity measures for semantic representations of documents. In *Communications in Computer and Information Science* (Vol. 885). [https://doi.org/10.1007/978-3-319-98998-3\_13](https://doi.org/10.1007/978-3-319-98998-3_13)
## Work Experience
**Data Engineer Intern**
**Digital57 ([https://digital57.co/](https://digital57.co/))**
**June 2017-December 2017**
- Data pipeline maintenance and development
- Dashboard development (Power BI, D3 JS)
- Javascript (React) Frontend, Java Backend, MySQL Database
**Graduate Assistant**
**University of Los Andes ([https://uniandes.edu.co/](https://uniandes.edu.co/))**
**August 2018-August 2020**
- Administrative tasks
- Developed semantic data gathering platform
- Javascript (React) Frontend, Java Backend
**Qt Developer**
**Hummingbirds AI ([https://hummingbirds.ai/](https://hummingbirds.ai/))**
**June 2021-August 2024**
- Developed prototype desktop applications using Python
- Developed production desktop application using C++ and Qt
- Integrated vision ML pipeline into threaded desktop app
**C++ Developer**
**Indra Group as Capgemini consultant ([https://www.indragroup.com/en](https://www.indragroup.com/en))**
**September 2024-Present**
- C++ and Qt code maintenance and refactoring.
- Worked on new features (RapidJson, Boost, CMake)
- Hardware integration with multi-threaded app. (SDL2)
## Skills
| C++ | ⬤ | ⬤ | ⬤ | ⬤ | ⭘ |
| - | :-: | :-: | :-: | :-: | :-: |
| Python | ⬤ | ⬤ | ⬤ | ⬤ | ⭘ |
| Podman | ⬤ | ⬤ | ⭘ | ⭘ | ⭘ |
| Javascript | ⬤ | ⬤ | ⬤ | ⬤ | ⭘ |
| HTML, CSS | ⬤ | ⬤ | ⬤ | ⭘ | ⭘ |
| Multi-Threading | ⬤ | ⬤ | ⬤ | ⬤ | ⬤ |
| Qt Framework | ⬤ | ⬤ | ⬤ | ⬤ | ⬤ |
| Linux | ⬤ | ⬤ | ⬤ | ⭘ | ⭘ |
| Semantic Web | ⬤ | ⬤ | ⭘ | ⭘ | ⭘ |
| Machine Learning | ⬤ | ⬤ | ⭘ | ⭘ | ⭘ |
## Other
- English 90% TOEFL 102/120
- Spanish 95%