Archivio dei progetti

Hybrid ML framework designed to expose pension fund churning, neutralizing the Agency Problem inherent in asset management. Synthesized 182,000 transactions into strategic clusters using Isolation Forest and ensemble models, elevating regulatory oversight through high-precision data auditing.

Code Summarization framework for Python docstrings using Seq2Seq architectures managed via C2 Orchestrator. Features BPE tokenization and a comparative audit proving Bahdanau LSTMs outperform Transformers in mid-scale data regimes by effectively bypassing Attention Collapse

MySQL Airport DBMS for flight, crew, and special passenger management. BCNF-normalized architecture featuring automated validation triggers and optimized procedures for real-time logistics auditing.

A logistics framework using Type-Safe Composite to manage products and nested containers uniformly. It employs Decorators for dynamic features (wrapping/protection), Strategy for polymorphic sorting, and a Facade to abstract architectural complexity for the end-user.

Multi-algorithm cryptography suite implemented in RISC-V Assembly. Features a modular dispatcher for Caesar, block, frequency-based, and dictionary ciphers, optimized via manual register allocation and robust input validation.

Multi-algorithm cryptography suite implemented in RISC-V Assembly. Features a modular dispatcher for Caesar, block, frequency-based, and dictionary ciphers, with manual register allocation and robust input validation.