Student at Politehnica University of Bucharest, Web Dev, Machine Learning
A Computer Science student at Politehnica University of Bucharest. I had studied as an exchange student at the Universitat Autonoma de Barcelona, taking some Machine Learning courses. Have some experience in Web Development, working as a freelancer. And did a research project at the faculty on developing an ML model for medical purposes.
Work Experience
Politehnica University of Bucharest
Research Training
- Researched and summarized state-of-the-art ML methods for medical data imputation, focusing on clinical time-series
- Implemented a GRU-D-based imputation model, reducing error by 60% compared to baseline mean imputation
- Preprocessed 500k+ clinical records and structured them into time-stamped sequences for predictive modeling
Analysed various AI papers with medical applications, and developed a model for data imputation. Gained a lot of experience in studying, researching papers, and implementing ML solutions. Achieved some good results. This project will be continued as my thesis. The goal is to create a model for Sepsis prediction.
DIVDOT CODE
Web Developer
- Improved performance of several web applications by 50% with Next.js framework, by using Render Side Rendering and removing unused CSS styles
- Developed a fully functional chatting app for mobile and web, using Flutter and React.js
- Implemented authentication with Google and Facebook API into an existing mobile app
- Created scripts and docker configuration to run a server easily
Work on various web applications, including creating them from zero, adding features, and optimizing. Also worked with a few mobile projects with on Flutter