Projects

Selected public work grouped by relevance. Professional employer work is represented through my experience and CV rather than confidential implementation details.

Featured

| STELLAR-E

Public arXiv pre-print on generating tailored synthetic datasets and evaluation pipelines for LLM applications.

pythonllm-evaluationsynthetic-dataragresearch

| Personal website

The website you're visiting right now! Click here to look at the code on GitHub.

jekyllgithub-pagesjavascripthtml

Thesis

IoT wastewater management system

Master thesis project. I developed an IoT system to manage wastewaters in health-critical buildings. The system comprehends machine learning models for more intelligent flushing operations.

cesp-32loraelectronic instrumentsserial protocolspythonscikit-learngitjavascript

Research / Academic

| Traffic signs recognition using ML

Machine learning project to classify traffic signs and predict their Bounding Boxes in images. Achieved a 91% accuracy on Classification and a 95% Mean IoU on Bounding Boxes Regression.

tensorflowkerasscikitnumpy

| Covering salesman problem solver

Operations research program, complete with GUI, to solve the popular CSP problem with different algorithms.

python

| Secure video streaming system

Video streaming system to transmit encrypted stream through UDP in real-time. The encryption is symmetric.

java

Archive / Older Projects

| TaskEase

Full-stack web application for project management with Kanban boards. Developed using the MEAN stack.

javascripthtmlcssdocker

| Stu-Net

Project submission at HackUPC 2023 hackathon. I developed two Python scripts: one to score university assignments and the other one to match students for group works, according to their skills.

python