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LLM Fine-tuning using LoRA

Personally Identifiable Information (PII) detector implemented in LangGraph powered by Azure OpenAI

Document content summarization, implemented in LangGraph powered by Azure OpenAI

Personal collection of custom tools, functions, and pipeline extensions built on top of the Open WebUI platform.

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.