Argus is an AI-powered SQL gateway / zero-trust database middleware built with FastAPI. It routes PostgreSQL queries through a modular 6-layer pipeline covering authentication, SQL validation, caching, execution, encryption, and observability.

Key features include SQL AST validation to block unsafe queries, AES-256-GCM envelope encryption with live DEK rotation, Redis-backed query fingerprint caching with table-aware invalidation, circuit-breaker protection, Groq LLM natural-language-to-SQL generation, and a React/TypeScript observability dashboard.

Cognita is an AI-powered SaaS platform that connects to GitHub to analyze engineering activity, identifying workload anomalies, code risks, and delivery bottlenecks.

It utilizes a 4-node LangGraph agent pipeline to calculate a deterministic health score based on defined thresholds, while Claude Sonnet generates engineering insights from GitHub activity and repository analytics. The system enforces governance through a Human-In-The-Loop (HITL) approval gate, recording actions in an immutable PostgreSQL audit log and exposing observability via a React/TypeScript dashboard with SSE and OpenTelemetry tracing.

SentinelAI is an AI-powered traffic enforcement command center that intercepts raw surveillance feeds and processes them through a 4-stage pipeline. Using YOLOv8 for real-time violation detection and a streaming OCR subsystem with low memory overhead powered by Gemini 2.0 Flash, it reliably extracts license plates while applying automated civilian privacy blurring.

The platform integrates automated privacy protection through civilian blurring, evidence governance, and AI-assisted traffic intelligence while generating natural-language operational briefings for law enforcement.

InvoStake is a decentralized finance platform that tackles capital inefficiency and data privacy by acting as a liquidity optimization engine. It unlocks locked tokens to deepen market liquidity, while its core utilizes Fully Homomorphic Encryption (FHE) to perform complex analysis directly on encrypted data, backed by robust C++ components and Solidity/Move smart contracts.

Beyond liquidity enhancement, an intelligent Python-based AI agent analyzes real-time market data via TradingView and Ocean Protocol APIs to identify fair value gaps. The agent automatically constructs personalized token baskets tailored to each user's risk appetite, all accessible via a dynamic React frontend that bridges sophisticated on-chain strategies with an intuitive user experience.