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0xAnthonyRx/README.md

Hi, I'm Anthony 👋

AI Systems Engineer | DevSecOps & Defensive Architecture

Remote-first | | Linux Systems (Parrot OS) | Zero-Trust & Applied LLMs | Bitcoin-native curious

I engineer production-grade AI pipelines, deterministic backend architectures, and secure autonomous workflows. My focus bridges low-level security fundamentals (adversarial mindset, environment hardening, GRC) with applied generative systems (RAG architectures, strict schema validation, and telemetry ingestion). Currently, I am expanding my focus to Decentralized Systems and Bitcoin Infrastructure, applying my security background to build robust, trust-minimized applications.

Open to: AI/Security architecture roles · Contract engineering · Technical consulting


🛠️ The Stack & Tools

Python TypeScript Rust Bash SQL

  • AI & Validation: Pydantic, Structured Outputs (Function Calling), Vector Databases (pgvector/Pinecone), RAG Pipelines, vLLM/Ollama
  • Security & Infrastructure: Parrot OS, Linux Hardening, AppSec, Docker, CI/CD Hardening, Zero-Trust Boundaries
  • Web & Systems: Next.js (App Router), FastAPI, Node.js/Express, PostgreSQL, Supabase

Parrot OS daily driver · pgvector in prod · Zero-trust by default · Deterministic over stochastic


🔭 Featured Projects

🏀 Basketball Research Bot (AI Agent)

An automated system that aggregates and summarizes academic research.

  • What it does: Randomly samples articles from 70+ top journals, uses AI to generate plain-language summaries, and emails a digest bi-weekly.
  • Tech: Python, LLM APIs, Automation/Cron, HTML Email.
  • Status: Active / Private Repo.

🛡️ Velos (AI-Native Security Agent)

  • Focus: Autonomous security agent for automated vulnerability parsing, threat surface mapping, and safe code remediation.
  • Tech: Python, LLM Schemas, Application Security Heuristics.

📈 LiquidityMicro

  • Focus: Market microstructure risk terminal analyzing Level-2 order book depth, slippage calculation, and model-assisted risk telemetry.
  • Tech: Python, Streamlit, Market Depth Parsing, Gemini API.

⚡ Deterministic Engine

  • Focus: High-reliability pipeline engine enforcing deterministic data validation, schema boundaries, and state consistency.
  • Tech: Python, Pydantic, State Management.

🏥 HMO Fast Pass (hmo-fast-pass)

  • Focus: Secure authorization system built to streamline Nigerian healthcare compliance under strict regulatory mandates.
  • Tech: Next.js 14, TypeScript, Supabase, Tailwind CSS.

👻 GhostPay (Privacy Protocols)

  • Focus: Privacy-preserving payment workflows using cryptographic primitives and zero-trust key management.
  • Tech: Cairo, Starknet Architecture, Applied Cryptography.

⚡ Contributions & Focus

  • Developing hardened agent architectures that fail safely under hostile inputs.
  • Engineering deterministic evaluation pipelines for enterprise LLM deployments.
  • Enforcing GRC, auditability, and data boundary controls across automated systems.

📫 Connect

  • Focus: Open to technical consulting engagements, contract engineering, and enterprise AI/Security architecture roles. LinkedIn X (Twitter)

⚡ Stats

Anthony's GitHub stats

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  1. 0xAnthonyRx 0xAnthonyRx Public

    1

  2. Velos Velos Public

    An AI-powered DevSecOps agent for AWS that intercepts architectural intent and autonomously steers coding agents toward secure configurations. #10000AIdeas

    Python

  3. unified-ops-service unified-ops-service Public

    Production AI microservice: Deterministic extraction (Pydantic v2), two-stage hybrid RAG (pgvector + FlashRank + Redis), and stateful HITL agents via LangGraph and FastAPI.

    Python 1

  4. Hybrid-RAG-Engine Hybrid-RAG-Engine Public

    Two-stage hybrid search engine combining PostgreSQL pgvector (HNSW), full-text search (GIN), Reciprocal Rank Fusion (RRF), and local FlashRank cross-encoder reranking.

    Python 1

  5. hmo-fast-pass hmo-fast-pass Public

    A 60-second authorization code system helping Nigerian HMOs comply with the NHIA 1-hour mandate. Built with Next.js and TypeScript.

    TypeScript

  6. liquidity-micro liquidity-micro Public

    Python 1