Persona_Identity_Report

System Context.

“Bridging the gap between high-dimensional theoretical research and secure, scalable AI implementations.”

Technical_Stack

  • Architecture LLMs / RAG
  • Security Threat Modeling
  • Core_Langs Python / C++
  • Frameworks PyTorch / Strands

The Journey

Currently a **Data Scientist at Amazon Web Services (AWS)**, I focus on engineering the intersection of AI and security. My work revolves around building agentic systems that can reason through complex threat landscapes and automating the “Shift-Left” security paradigm.

“I believe that the next decade of software will be defined not by the code we write, but by the constraints we place on the models that write it for us.”

My academic foundation was built at **Columbia University**, where I pursued an M.S. in Applied Analytics (GPA 4.1/4.0), and **Università Bocconi**, where I earned my B.S. in Economics and Management. This dual background allows me to communicate technical nuances to stakeholders while maintaining the mathematical rigor required for state-of-the-art AI development.

When I'm not architecting systems at AWS, I contribute to the open-source community through projects like **InfluencerPy** and **ThreatForest**, or share deep-dives into LLM interpretability on **Medium**.

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