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1. DM-ML-XAI-on-IMDb DM-ML-XAI-on-IMDb Public

   Data Mining Project on IMDb dataset about Machine Learning Models, Explainable AI, Time Series, Pattern Mining.

   Jupyter Notebook

2. Neural-Network-From-Scratch Neural-Network-From-Scratch Public

   Forked from Tom18699/Neural-Network-From-Scratch

   Feed-forward neural network framework built from scratch in NumPy - layers, backprop, optimizers, regularization, early stopping. Evaluated on the MONK benchmarks and the ML-CUP25 regression task w…

   Python

3. LLM-Bias LLM-Bias Public

   R reproduction of a Bayesian hypothesis-testing framework for detecting implicit bias in LLMs, tested on ChatGPT and DeepSeek across CrowS-Pairs, BBQ, and Winogender Datasets.

   R

4. NN-Optimization-Methods NN-Optimization-Methods Public

   Implementation of optimization algorithms for training extreme learning neural networks, including momentum (heavy ball) descent and smoothed gradient methods, implemented from scratch.

   Python

5. BLOCKCHAIN-Bybit-Hack BLOCKCHAIN-Bybit-Hack Public

   Graph-topological analysis of the $1.46B Bybit hack (Lazarus Group, Feb 2025) - Ethereum transaction network of 48k wallets, community detection, wallet role classification, and forensic path tracing.

   Jupyter Notebook 1

6. DSS-BI-for-Music-Record-Label DSS-BI-for-Music-Record-Label Public

   Decision Support Systems and Business Intelligence for an Italian rap Music Record Label: Snowflake data warehouse, Python ETL, API enrichment, LDA genre profiling, SSIS, SSAS/MDX and Power BI.

   Jupyter Notebook