About Me
AI & ML Engineer dedicated to translating business goals into scalable AI systems. My core focus is transforming inherently unpredictable AI models into reliable systems through disciplined evals, error analysis loops, and system architecture. I believe in a spec-first approach: whether shaping the build for a rapid MVP, orchestrating multi-agent systems, or steering AI coding assistants, I define evaluation criteria up front. Grounded in software engineering fundamentals, I optimize for architectural trade-offs (cost vs. latency) and production stability. I have worked in Italy, Germany, and Iran.
- Tech Stack: Python, SQL, Adaptive ML (GLMs to Transformers), Agentic Workflows, AI Evals.
- Product Sense: Bridging raw data and strategic decisions to shape builds that drive business metrics.
- Core Focus: Turning unstructured data and unpredictable AI into reliable systems that hold up at scale.
“Data is just a collection of points until it’s connected.”