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Agustin Arias, MSc

AI Architect & Applied Mathematician

Professional Summary

I bridge the gap between high-level mathematics and autonomous reasoning. I engineer verifiable AI systems that optimize token budgets and eliminate reasoning fragility, allowing companies to scale agentic fleets without unsupervised errors. Architectural Sovereignty is not a buzzword—it is the discipline of building AI that reasons, not hallucinates.

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Education

Master in Applied Mathematics

2024-03-01
2026-06-01

University of Buenos Aires (UBA)

BS in Applied Mathematics

2020-03-01
2023-06-01

University of Buenos Aires (UBA)

Technical Interests

Multi-Agent Systems Applied Mathematics Topological Data Analysis Software Architecture

🔬 My Mission

I am a Gold Medalist in the Argentina Physics Olympiad and an Applied Mathematician specializing in high-stability intelligent systems.

My work focuses on solving complex engineering bottlenecks using advanced mathematical tools—such as using Topological Data Analysis (TDA) to modularize massive legacy codebases. I partner with Tier-1 startups that prioritize technical sovereignty and deep, asynchronous work.

Feel free to reach out to discuss Multi-Agent Orchestration or RAG Architectures.

Recent Blog Posts

Software Architecture

Topological Data Analysis and RAG: Building an Architectural Chatbot for Large Legacy .NET Repositories

A deep dive into transforming deeply coupled legacy .NET systems into mathematically mapped, queryable ecosystems. We explore Topological Data Analysis (TDA), community detection …