Mohammad Ayaz Alam
Junior Ai Engineer @Zalion
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WORK HISTORY
Junior Ai Engineer @Zalion
Munich, DE
EDUCATION
Maharaja Surajmal Institute
Bachelor of Computer Application, Computer Software Engineering
FAU Erlangen-Nürnberg
Master of Science - MS, Data Science
ABOUT MOHAMMAD AYAZ ALAM
As a Junior Data Scientist at Siemens Energy and a Master’s candidate in Data Science at FAU Erlangen-Nürnberg, I design and implement modular, production-oriented frameworks for large language model (LLM) systems. My work includes LangGraph orchestration, PostgreSQL checkpointing, and FastAPI-based REST interfaces with OpenAI compatibility, addressing challenges like requirements-to-capabilities alignment and diagnostics in Factory Assistant and Terminal Management System tools. At the Institute for Employment Research, I apply ML techniques such as XGBoost, Random Forest, SVM, and PU learning for labor market analysis while developing scalable data pipelines and conducting exploratory data analysis. Committed to ethical AI development, I contribute to AI innovation at ilhamlabs.ai through applications like Spento and StudySync, aligning technology with human values.
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