Data Scientist | AI/ML Engineer
📍 Erlangen, Germany | 📧 alam.ayaz47@gmail.com
LinkedIn • GitHub • Hugging Face

🔧 Junior Data Scientist (NLP) — Siemens Energy
Jul 2025 – Present

• Building multi-agent AI framework with LangChain & LangGraph for automated log analysis
• Integrated AI agents into Terminal Management Systems for operator support
• Developed NLP pipelines for entity extraction and industrial documentation

📊 Research Assistant — Institute for Employment Research (IAB)
Nov 2024 – Present

• Applied PU Learning on 90M+ employment records for labor market analysis
• Built predictive models for job matching and forecasting

MSc Data Science — FAU Erlangen–Nürnberg (2022 – Present)
BCA — GGSIPU (2018 – 2021)

🤖 ML/AI: PyTorch • LangChain • LangGraph • Transformers • RAG
📈 Data: Pandas • NumPy • Scikit-learn • FAISS
⚙️ Backend: FastAPI • Django • PostgreSQL • Docker
📊 Viz: Streamlit • Plotly • Power BI
🧠 LLMs: OpenAI • Claude • Gemini

🎯 Currently: Building agentic AI systems & LLM orchestration frameworks