I am a computer science graduate of De La Salle University, currently working as a software engineer at Samsung Research and Development Institute Philippines. Here's a bit more about me:
Research
- LigMANet: https://github.com/hyleene/LigMANet-PyTorch | https://ieeexplore.ieee.org/document/10458439
- A lightweight crowd counting model (implemented using PyTorch) created by applying model compression techniques on the state-of-the-art MAN model for dense crowd counting applications
- The final model was submitted as a conference paper at the 10th International Conference on Soft Computing & Machine Intelligence (ISCMI), held in Mexico City
Past Projects
- Artemis: https://github.com/hyleene/artemis-art-app
- A mobile application that serves as an art-sharing platform where users can share and provide feedback on each others' work
- Developed with Kotlin and Firebase
- Ehrlich: https://github.com/hyleene/MedicalExpertSystem
- A medical expert system that provides preliminary diagnoses to users depending on their responses to health-related questions
- Developed with Prolog and Java
- Powerzone Inventory: https://github.com/STSWENG-T1-AY2122-AWS-CodeBuild/powerzone-inventory
- A web application used for managing the inventory, transactions, and deliveries of the Powerzone fuel company
- Developed with MongoDB and Node.js
- Integrated CI/CD practices (testing, assertions, mocking, and stubbing) during development
Technologies
- Programming Languages: Java, Python, C, C++
- Web Development: HTML, CSS, Tailwind, JavaScript, Typescript, Spring Boot, React, Vue, Node.js
- Database: MySQL, PostgreSQL, MongoDB, Firebase