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Azubi FIAE | Young talent at CII
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Azubi FIAE | Young talent at CII

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Be11aMer/README.md

Humar Naman

Fachinformatikerin Anwendungsentwicklung · Bremen, Deutschland
Finishing FIAE Ausbildung · Summer 2026


I build AI systems that are transparent, privacy-preserving, and work where trust is hardest to guarantee — offline environments, adversarial content, constrained hardware.

My focus: AI trust · digital resilience · disinformation detection · edge AI


Projects

A multi-stage AI pipeline for automated detection and analysis of disinformation narratives, following intelligence community briefing standards.

  • Pipeline: Fetch → Analyze → Digest → Translate → Summarize
  • Privacy model: BYOK (Bring Your Own Key) — API keys stored only in the browser, never server-side
  • Stack: Python, PostgreSQL, deployed on Render
  • Phase 2 in progress: Edge deployment on Raspberry Pi Zero 2W for offline, sovereign operation

Live application · Research repo


An interactive reference for software engineers — 21 GoF design patterns with UML diagrams, tradeoff analysis, implementation sketches, and an AI assistant powered by Claude or a local Ollama model.

  • Privacy model: BYOK + local Ollama support — no account needed, no data leaves your machine if you choose
  • No account needed · Fully deployed

Live application


What I’m working on

  • CDDBS Phase 2 — porting the disinformation detection pipeline to run offline on edge hardware (Raspberry Pi Zero 2W + Whisplay HAT + PiSugar 3)
  • IHK Abschlussprojekt — SAP BTP product data integration pipeline with schema transformation and CPQ Configurator import (proprietary, not public)
  • AP2 & Fachgespräch — final exams, summer 2026

Stack & skills

AI & Pipelines     Python · LLM integration · llama.cpp · Ollama · prompt engineering
Backend & APIs     REST APIs · SAP BTP · OAuth · PostgreSQL · data transformation  
Infrastructure     Raspberry Pi · MQTT · Node-RED · Pi-hole · Linux · SSH
Frontend           Full-stack · responsive UI · static site deployment
Security & OSINT   Disinformation analysis · OSINT methodology · penetration testing basics

Languages

🇨🇳 Chinese (native) · 🌍 Uyghur (native) · 🇩🇪 German (fluent) · 🇬🇧 English (fluent) · 🇫🇷 French (fluent)


Reach out

I’m interested in roles at the intersection of AI trust, cybersecurity, and digital resilience — technically hands-on, strategically minded.

📧 angaben@pm.me · LinkedIn · CDDBS Research

Pinned Loading

  1. offline-ai-android offline-ai-android Public

  2. Group-Projects-FIAE/interview-coach-backend Group-Projects-FIAE/interview-coach-backend Public

    Python

  3. Group-Projects-FIAE/interview-coach-frontend Group-Projects-FIAE/interview-coach-frontend Public

    A React (Vite) frontend for the Interview Coach project

    TypeScript

  4. cddbs-research cddbs-research Public

    Jupyter Notebook