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I operate where regulatory requirements and hands-on system architecture converge. While policy analysts write compliance papers and engineers code black boxes, I write Compliance-as-Code—translating the EU AI Act, GDPR, and NIST AI RMF into automated CI/CD security gates and audited RAG safeguards. Currently Working Student at Nordex Group and researching security threats within the Model Context Protocol (MCP) at TU Hamburg. Core Objective: Guaranteeing that enterprise agentic systems remain secure, deterministic, and fully compliant under global legal frameworks. |
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🎓 Affiliations & Focus Areas
- Academic Base: Hamburg University of Technology (TU Hamburg) — MSc Data Science. High-dimensional data analytics, OT security, and AI system modeling.
- Corporate Base: Nordex Group — Working Student.
- Specializations: GDPR Article 35 (DPIAs), EU AI Act Annex III classifications, OWASP LLM Top 10 auditing, and Model Context Protocol (MCP) threat modeling.
graph TD
U["👤 User Request"] --> A["🧠 LangGraph Agent Core"]
subgraph Regulatory Analysis
A --> C1["⚖️ EU AI Act Router"]
A --> C2["📋 GDPR Art. 35 DPIA"]
A --> C3["🛡️ OWASP LLM Scanner"]
end
C1 & C2 & C3 --> H["✋ Human-in-the-Loop Gate"]
H --> P["📄 PDF Compliance Report"]
A <--> DB[("🗄️ pgvector store<br>(665+ Rules)")]
A <--> LLM["🚀 Groq Llama-3.3-70B"]
P --> Infra["☁️ Azure Container Apps<br>(Prometheus · Grafana · Sentry)"]
%% Style classes
classDef main fill:#1d6ef5,stroke:#1d6ef5,color:#fff,stroke-width:2px;
classDef agent fill:#8b5cf6,stroke:#8b5cf6,color:#fff,stroke-width:2px;
classDef database fill:#0089D6,stroke:#0089D6,color:#fff,stroke-width:2px;
classDef alert fill:#d83b01,stroke:#d83b01,color:#fff,stroke-width:2px;
classDef success fill:#107c10,stroke:#107c10,color:#fff,stroke-width:2px;
classDef host fill:#0f172a,stroke:#3b82f6,color:#fff,stroke-width:1px;
class U main;
class A,LLM agent;
class DB database;
class H alert;
class P success;
class Infra host;
- Intelligent LangGraph Router: Automates risk classification under the EU AI Act (High, Limited, Minimal) and dynamically routes workflows.
- Compliance Automation: Autogenerates GDPR Article 35 Data Protection Impact Assessments (DPIAs) and runs OWASP LLM Top 10 vulnerability checks.
- Regulatory Knowledge Base: Standardized hybrid vector search on a
pgvectorstore indexing 665+ regulatory database chunks, querying Groq Llama-3.3-70b. - DevSecOps Gateways: Integrates SCA, SAST, and Trivy scans inside the CI/CD pipeline, blocking builds on critical findings (114+ successful builds).
- Working Student — Nordex Group (Aug 2025 – Present | Hamburg, Germany)
| Status | Project Name | One-Line Narrative | Technology Stack | Action |
|---|---|---|---|---|
| ⚡ | Digital Twin Dashboard | Real-time industrial telemetry. Shrank container image size from 900MB to 150MB. | Kafka Flink InfluxDB Dash |
View Code 🔗 |
| 📊 | StockFlow | End-to-end real-time financial stream ingestion pipeline. | Kafka AWS (S3, Glue, Athena) Python |
View Code 🔗 |
| 🐔 | Poultry Shield | VGG16 classifier with 97.51% accuracy and versioned DVC data pipeline. | TensorFlow Flask DVC EC2 |
View Code 🔗 |
| ☢️ | Radiation Tracker | Containerized real-time environmental radiation sensor stream processing. | Kafka Flink GCP Docker |
View Code 🔗 |
Welcome to my online open chess tournament! Anyone visiting my profile can play. Click any legal move link below to automatically submit a turn via a GitHub Issue!
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Latest Moves
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Top Contributors
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| A7 | A5, A6 |
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| B8 | A6, C6 |
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| F7 | F5, F6 |
| G7 | G5, G6 |
| G8 | F6, H6 |
| H7 | H5, H6 |
$ cat ~/.logs/activity.log- ❗ Opened issue #3 in Shahriyar31/Shahriyar31
- ❗ Opened issue #2 in Shahriyar31/Shahriyar31
- ❗ Opened issue #1 in Shahriyar31/Shahriyar31
Hamburg, Germany · TU Hamburg MSc Data Science · Working Student @ Nordex Group