Test multi-service project using APIs, HTTP requests, Docker containers and MySQL databases, written in C# (.NET 8)

API-based missing (positive vibe) word predictor using BERT MLM and NLTK.

Production-ready API-based active energy time series forecast using ARIMA and Prophet models.

Simple data pipeline from a SQLite database to a LLM classifier for categorizing companies.

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Flower framework.

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Flower framework.

Data analysis and presentation for performance evaluation and comparison of a set of systems developed as part of the RE-CENT project.

Evaluation of and comparison between different models for natural language sentence generation from from structured data

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the TensorFlow Federated framework.

Knowledge extraction through Data Analysis, including Locality Sensitive Hashing (LSH).

Query News API for a topic and perform sentiment analysis.

Simple face alignment algorithms evaluation.

Simple face detection algorithms evaluation.

Fraudulent job advertising analysis and detection using Spark, PySpark and Python Machine learning.

String k-mer pattern search in DNA strings in Molecular Biology problems.

String matching and edit stistance in DNA strings in Molecular Biology problems.

Fully-connected vs Convolutional neural networks for multi-class image classification