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risk-mitigation

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enter_the_matrix

ETM enables the creation of detailed attack graphs and figures while calculating the risk associated with your attack narratives. ETM was built keeping NIST recommendations on threat matrices in mind. Features an API to interact on your data to act as a living database of your executed threat models.

  • Updated Mar 3, 2023
  • C#

A deep research study introducing the concept of Economic DNA Repair for smart contracts, designing self-correcting tokenomics that detect anomalies, repair unstable parameters, rebalance incentives, and restore economic equilibrium. Explores adaptive rewards, automated governance, liquidity healing, and resilience in decentralized systems.

  • Updated Dec 1, 2025

A Reinforcement Learning MVP (Minimum Viable Product) for Condition-Based Maintenance (CBM) using industrial equipment temperature sensor data. This project implements a sophisticated QR-DQN (Quantile Regression Deep Q-Network) agent to learn optimal maintenance policies balancing risk mitigation and cost minimization.

  • Updated Dec 21, 2025
  • Python

This project is about credit payment defaults prediction using machine learning techniques based solely on payment data. By analyzing historical payment patterns, we aim to identify customers at risk of defaulting on their loans or credit payments, helping financial institutions in risk mitigation

  • Updated Dec 5, 2024
  • Jupyter Notebook

PARP is a governance framework designed for an era where technological capability outpaces human comprehension. PARP focuses exclusively on human conduct, operating on the core axiom of Opacity–Obligation Inversion, rather than debating machine consciousness or sentience

  • Updated Feb 1, 2026

This project explores network design and security, highlighting their importance in safeguarding organizations from risks like data breaches, network failures, and financial loss. It develops a scenario to discuss fundamental network design, implementation, and security measures, considering factors like organizational size, age, and purpose.

  • Updated Sep 19, 2024

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