Shadow Watch — Behavioral Intelligence & Account Security Platform
Description
Shadow Watch is a behavioral intelligence platform that continuously analyzes user interaction patterns to build behavioral profiles, detect anomalies, and strengthen account security without introducing friction to the user experience.
Instead of relying solely on passwords or one-time verification checks, Shadow Watch observes behavioral continuity over time to establish trust signals and identify potentially compromised sessions.
The system combines behavioral fingerprinting, activity analysis, risk scoring, and anomaly detection to help organizations recognize suspicious account activity before it escalates into an account takeover event.
Key Features
Behavioral fingerprint generation
User activity intelligence
Trust score calculation
Session anomaly detection
Account takeover prevention
Temporal behavior analysis
Privacy-conscious architecture
Tech Stack
Python • FastAPI • PostgreSQL • Security Engineering • Behavioral Analytics • Risk Scoring
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7
Grid CLI is a terminal-first developer platform designed to streamline repository management, project automation, diagnostics, and AI-assisted workflows through a unified command interface.
Built around a custom shell architecture, Grid CLI enables developers to initialize projects, audit repositories, execute automated tasks, manage environments, and interact with AI-powered development tooling without leaving the terminal.
The project focuses heavily on developer experience, modular command design, extensibility, and productivity automation.
Key Features
Custom interactive shell
Repository diagnostics and auditing
Project initialization workflows
Automation and task execution
Modular command architecture
AI-assisted developer operations
Cross-project workspace management
Tech Stack
Python • CLI Engineering • Automation • Git • Developer Tooling • Terminal UI
0
11
Quant Terminal is a portfolio analytics and asset management platform designed to help investors monitor holdings, analyse diversification, and evaluate portfolio allocation strategies.
The platform provides a real-time view of portfolio performance while offering allocation analysis across multiple asset classes including equities, commodities, cryptocurrencies, and foreign exchange markets.
Key Features:
• Portfolio holdings dashboard
• Real-time P&L monitoring
• Diversification analysis
• Portfolio drift detection
• Strategy-based portfolio views
• Asset allocation management
• CSV export functionality
• Interactive desktop interface
Tech Stack:
Python, Data Analytics, Portfolio Modelling, Financial Data Processing, Desktop Application Development
Role:
Sole Developer and System Designer
Outcome:
Built a functional portfolio management terminal capable of tracking holdings, visualising allocation drift, and supporting portfolio rebalancing decisions through quantitative analysis.
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15
Anchor is an AI governance platform designed to provide deterministic policy enforcement for AI systems and autonomous agents.
The platform focuses on a critical problem facing enterprises adopting AI: ensuring that model-driven decisions remain explainable, auditable, and compliant with organizational policies.
Key capabilities include:
• Constitutional governance architecture
• Policy-based execution controls
• Deterministic decision validation
• Replayable audit trails
• Entity visibility and access governance
• Runtime compliance verification
• Governance observability and traceability
The system is designed around the principle that governance decisions should be independently verifiable rather than dependent on opaque model behaviour.
Tech Stack:
Python, FastAPI, PostgreSQL, Docker, JWT Authentication, Audit Logging, Governance Engine Design
Role:
Founder, System Architect, Backend Engineer
Project Links:
Website: https://www.animuslab.dev
(https://www.animuslab.dev)GitHub: https://github.com/AnimusLab/Anchor
Research: https://zenodo.org/records/19734724