Projects

End-to-end machine learning pipeline that predicts coffee-shop success from operational metrics, comparing six algorithms (logistic regression, decision trees, KNN and more) across the full model-development workflow.

Binary image classifier (cats vs dogs) using Transfer Learning with EfficientNetB0 and PyTorch, served through a complete web interface for uploading and predicting images.

NLP system that ingests university regulation PDFs, extracts and preprocesses the text, and automatically classifies each section into predefined categories.

K-Nearest Neighbors classifier applied to the Titanic dataset, covering data cleaning, feature preparation and model evaluation.

Pipeline for generating synthetic tabular data based on the Titanic dataset, with preprocessing and processed-dataset outputs for downstream experimentation.

Web application that builds optimized daily savings plans and exports them to Excel for easy tracking.

Event-Driven Architecture with Apache Kafka and Spring Boot: three independent microservices coordinated behind a Spring Cloud Gateway, demonstrating asynchronous messaging patterns.

Netflix-style streaming simulation with three specialized consumers — analytics, notifications and content recap — using Kafka for messaging, Redis for caching and full Docker Compose orchestration.

Spring-based API Gateway featuring load balancing and access-token authentication, routing traffic to backend services.

Service discovery setup with Netflix Eureka and Spring Cloud, registering and resolving microservices dynamically.

Web application for managing books and publishers built with Spring Boot 3.2 and Java 17, focused on JPA entity relationships and persistence.

GraphQL API built with NestJS and containerized with Docker, exposing a typed schema and resolvers.

Secure and scalable REST API using Laravel Passport for OAuth2 authentication, with documented and tested endpoints accessible only to authorized users.

Academic IaaS project (UPTC) implementing a network of three virtual machines, covering hypervisor configuration, networking and provisioning across nodes.

Hands-on documentation and notes for setting up and operating Proxmox VE, from installation to virtual machine and container management.

Ready-to-deploy Docker setup for Oracle Database, removing the need for local installation and giving teams instant database provisioning.

Custom block-cipher implementing substitution, transposition and XOR operations driven by pseudorandom number generation, with a clean web UI for encryption and decryption.

Java tool for exploring and analyzing phishing URLs, illustrating detection and inspection techniques.

Progressive Web App built with Angular, exploring installability, offline support and modern Angular CLI tooling.

Demonstration of service-worker caching strategies (cache-first, network-first, stale-while-revalidate) and their trade-offs in a Progressive Web App.

Installable habit-tracking Progressive Web App for building and maintaining daily routines.

AI-assisted calendar application built with Next.js, exploring smart scheduling on a modern React stack.