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engrmaziz/README.md
RAGX heads-up display — Musharraf Aziz, Senior Applied AI Engineer

typing

Production telemetry: zero hallucinations, sub-500ms voice, 1,000+ daily agent interactions, 500K monthly commerce traffic Voice channel equalizer — sub-500ms streaming inference Retrieval radar for corrective RAG and Bano Qabil teaching track Signal mesh across RAG, voice, guardrails, and MCP

Python FastAPI Next.js TypeScript PostgreSQL Docker LangGraph Groq OpenAI RAG

Portfolio LinkedIn Email

RAGX online — expand the consoles below Career bus: Cygnus, Bano Qabil, Allama Iqbal Hospital, NovaSole RAGX boot sequence
▶ ragx --status 
identity .... Engr. Musharraf Aziz (PEC)
role ........ Senior Applied AI Engineer · Cygnus Technologies
teach ....... Bano Qabil / Alkhidmat (volunteer)
shipped ..... Allama Iqbal Hospital voice/WhatsApp RAG · 1,000+/day
scale ....... NovaSole 500,000+ monthly visitors
voice.e2e ... <500ms   hallucinations ... 0
STATUS ...... OPERATIONAL
▶ inspect --stack

Python · TypeScript · FastAPI · Next.js · LangGraph · Groq · PostgreSQL · Qdrant · Docker · n8n · Presidio

▶ inspect --architecture 
graph TD
    Client["Client"] -->|"REST / WS"| Gateway["API Gateway"]
    Gateway --> Auth["Auth"]
    Auth --> Orchestrator["LangGraph"]
    Orchestrator --> Guardrail["Presidio"]
    Guardrail --> CRAG["Corrective RAG"]
    CRAG --> VectorDB[("Qdrant")]
    VectorDB --> Grader["Groq grader"]
    Grader -- Pass --> LLM["Generation LLM"]
    Grader -- Fail --> Fallback["Rewrite / search"]
    Fallback --> LLM
Loading
▶ log.open --projects
▶ log.open --career

Cygnus Technologies — Senior Applied AI/ML Engineer (Jul 2026 – Present)
Bano Qabil / Alkhidmat — Applied AI trainer, volunteer (Aug 2026 – Present)
Allama Iqbal Hospital — AI Engineer & Operations Manager (Aug 2024 – Jul 2026) · 1,000+ daily RAG interactions
NovaSole — Automation Engineer (Dec 2023 – Aug 2024) · 500k+ monthly visitors

GitHub Stats GitHub Streak Top Languages Commit telemetry graph Contribution snake telemetry

Open to AI/ML roles and enterprise builds. maziz.me · io@maziz.me

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  1. llm-eval-cicd llm-eval-cicd Public

    llm-eval-cicd is a lightweight, Python-based evaluation harness for validating LLM-driven responses against a golden dataset. It demonstrates a free-tier evaluation stack that uses the google-gener…

    Python 1

  2. LLM-GUARDRAIL-GATEWAY LLM-GUARDRAIL-GATEWAY Public

    The LLM Guardrail Gateway is an asynchronous middleware boundary for production LLM systems. It sits between client applications and upstream models to enforce security policy, governance controls,…

    Python

  3. ml-spam-classifier ml-spam-classifier Public

    A decoupled Machine Learning architecture consisting of a containerized, high-performance REST API for inference and a modern client-side web application. The system leverages Natural Language Proc…

    Python

  4. Self-Healing-RAG-Pipeline Self-Healing-RAG-Pipeline Public

    A self-healing autonomous RAG infrastructure with adaptive retrieval recovery, hallucination mitigation, and workflow-driven AI observability using local open-source LLMs

    Python

  5. voice-guard voice-guard Public

    VoiceGuard acts as an intelligent middleware proxy. It is designed to capture audio, strip sensitive identifiers at the edge (locally), and use an LLM to transform the "safe" text into structured, …

    Python

  6. voice-rag voice-rag Public

    Voice AI Assistant implementing Corrective Retrieval-Augmented Generation (CRAG), Hybrid Retrieval, Stateful Agent Orchestration, Real-time WebSockets, and Enterprise Observability.

    Python 1