AI-powered contract review skill with CUAD risk detection, market benchmarks, and lawyer-ready redlines. Works with Claude Code, Codex, Cursor, and 26+ tools.

A systems-thinking essay that explains why failure rarely happens suddenly. It shows how slow drift, accumulating pressure, and weakening buffers push systems toward collapse long before outcomes change, and why prediction-focused analytics miss the most important phase of failure.

A systems-thinking essay that reframes failure as a gradual transition rather than a discrete outcome. It explains how pressure accumulation, weakening buffers, and hidden instability precede visible collapse, and why prediction-based models arrive too late to prevent failure in human-centered systems.

An interpretable battery health engine that detects hidden points of no return instead of just predicting health %. It models stress, buffer, and degradation intensity, discovers Stable/Drifting/Irreversible regimes via GMM, and learns simple Decision Tree thresholds, with a Streamlit app for diagnostics and what-if scenarios.

AML Checker detection and analysis tools for cryptocurrency transactions using machine learning and blockchain data. Ensuring compliance and reducing money laundering risks.

Real-time intent decoding and risk engine for Ethereum wallet interactions powering ENSight’s safety layer.

AI-powered contract analysis tool that extracts clauses, highlights risky terms, summarizes documents, and answers questions using NLP. Built with Streamlit + Python.

A machine learning classification approach for risk detection in battery cell manufacturing

CONTEXTIQ : AN ADVANCED FRAMEWORK FOR CONTEXTUAL ANALYSIS AND RISK DETECTION

Real-time Ethereum wallet interceptor that explains transaction intent, surfaces risk, and adds inline context in the browser.

Enterprise-grade AI-powered document processing and compliance monitoring system with real-time risk detection, knowledge graph analytics, and intelligent alerting for legal, financial, and regulatory document analysis.

Enterprise UI for OmniGuard multimodal risk analysis.

Network Sentinel is a modular, protocol-aware port scanner designed for architects, SOC teams, and security engineers. It scans TCP ports across defined targets, flags known vulnerabilities via CVE-style mapping, and visualizes results through a Flask dashboard.

🔋 Detect and analyze irreversible degradation thresholds in batteries, enhancing health analytics and extending battery life through informed decision-making.

🚀 Explore how failure is a journey, not a sudden event, by examining drift and instability through systems thinking and equilibrium principles.

AI-powered construction project monitoring system for Procore - intelligently analyzes daily logs and generates proactive alerts to prevent cost overruns and schedule delays

🔍 Intercept wallet actions on Ethereum in real-time, providing clear insights on intent, risk, and context for better decision-making.

AI-powered privacy coach with risk detection, scenario analysis, and actionable digital safety guidance.