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Keyvanhardani/README.md

Keyvan Hardani

Lead AI Engineer · Doctoral Researcher (PhD) 🇩🇪 Munich, Germany · IEEE Member

TU Darmstadt — PhD: AI for Engineering Systems & Intelligent Document Processing ZM-I Group — Lead AI Engineer (AI-driven platforms for engineering & industrial applications) M.Sc. Cybersecurity (HDBW Munich) · OSCP · CEH · 10+ CVE credits


Research Focus

  • Intelligent Document Processing (OCR, Layout Analysis, Vision-Language Models)
  • AI for Engineering & Infrastructure Systems (technical documents, maps, plans)
  • Agentic AI Systems & LLM-based Automation
  • Privacy-aware & Trustworthy Machine Learning (GDPR-compliant pipelines)
  • Robustness & Security of Applied Machine Learning

🆕 Recently shipped — German-OCR-3 v0.2 (Apr 2026)

Deutsche Vision-OCR. Kompakt (1.0 / 2.7 GB), lokal lauffähig, Apache 2.0. Auf 200+ echten anonymisierten deutschen Rechnungen: 100 % gültiges JSON · 95 % Sender korrekt · 0 % Halluzination.


Current Projects


Stack

Languages · Python · C++ · Go · TypeScript · SQL ML / AI · PyTorch · TensorFlow · ONNX · Transformers · PEFT/LoRA · vLLM · llama.cpp · Ollama Agentic / LLM · LangChain · RAG (Weaviate / FAISS / Pinecone) · Prompt Engineering · Fine-tuning (QLoRA / LoRA) Infra · Docker · FastAPI · CUDA · GPU orchestration · CI/CD · MLOps Security · OSCP mindset · LLM red-teaming · GDPR-compliant pipelines


Contact

📧 hardani@hotmail.de 🔗 LinkedIn 🤗 HuggingFace 🦙 Ollama 🌐 keyvan.ai · german-ocr.de

Open to selected collaborations in applied AI, vision-language systems, and ML infrastructure.

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  1. german-ocr german-ocr Public

    German-OCR is specifically trained to extract text from German documents including invoices, receipts, forms, and other business documents.

    Python 107 6

  2. mythos-research mythos-research Public

    Outside-in replication of Anthropic's Mythos Preview / Project Glasswing — open-source agentic vulnerability-discovery scaffold on Claude Opus 4.7. Eight-phase sink-guided pipeline, ~$1/run, OSS se…

    Shell 7 4

  3. Python-Acoustic-Echo-Cancellation-Library Python-Acoustic-Echo-Cancellation-Library Public

    This project implements adaptive filter algorithms for **Acoustic Echo Cancellation (AEC)** and general audio processing,

    Python 22 5

  4. AI-Driven-SIEM-Realtime-Operator-with-Groq-Integration AI-Driven-SIEM-Realtime-Operator-with-Groq-Integration Public

    This project is an AI-powered Security Information and Event Management (SIEM) system designed for real-time threat detection and response. Using Convolutional Neural Networks (CNN), Natural Langua…

    HTML 21 5