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torrresagus/README.md

Agustin Torres

Senior AI Engineer | Systems Analyst | AI Instructor

About Me

I am a Senior AI Engineer and backend architect with over five years of experience specializing in Python, artificial intelligence, and agentic systems. My professional focus lies in designing scalable infrastructure, implementing LLM-driven solutions, and enforcing security-by-design principles for enterprise environments.

Education

  • Pursuing a degree in Information Technology Management at UADE, building upon Systems Analyst coursework from UTN to bridge technical execution with strategic IT management.

Contact


Professional Experience

EY GDS (Ernst & Young) | Senior AI Engineer Apr 2025 – Present

  • Architect and implement AI agent plugins and APIs for core enterprise platforms, ensuring seamless integration with diverse operational systems.
  • Develop generative AI applications leveraging Azure OpenAI, Semantic Kernel, LangChain, and vector databases (Azure AI Search, PostgreSQL).
  • Conduct rigorous benchmarking of AI agent outcomes and apply advanced prompt engineering techniques.
  • Awards: Two-time recipient of the Squad Extraordinaire Recognition for outstanding technical delivery and impact.

Centro de e-Learning UTN FRBA | AI Instructor, AI Engineer & Software Engineer Nov 2023 – Present

  • AI Instructor: Deliver advanced theoretical and practical coursework on tokenization, embeddings, RAG principles, LangChain, and major LLM APIs (OpenAI, Anthropic Claude, Google Vertex) to large developer cohorts.
  • AI Engineer: Spearheaded the architecture and deployment of complex AI solutions (CEL.IA and Talentia), orchestrating 12+ AI agents via LangChain. Managed end-to-end AI infrastructure, including vector database optimization and strategic chunking for high-performance retrieval.
  • Software Engineer: Developed robust RESTful APIs using Node.js and Express, contributing to the architectural definition of new e-learning projects.

Nexus Innovation Studios | Senior AI Engineer Nov 2024 – Apr 2025

  • Engineered high-performance RAG workflows and advanced chunking strategies for big data processing using LangChain and Pinecone.
  • Built scalable RESTful APIs with FastAPI for secure interaction with Azure Blob Storage and automated multimedia audio transcription workflows.

DeQuéSeTrata | Python AI Software Engineer Sep 2023 – Apr 2026

  • Integrated AI models into core software solutions and developed robust data extraction pipelines using Python, BeautifulSoup, Requests, and Selenium.
  • Directed strategic architectural decisions encompassing data modeling, scalable infrastructure, and REST API integrations.

OracWeb Design | Founder & Full-Stack Engineer Jan 2020 – Jul 2023

  • Founded and managed a web development agency. Configured and maintained LAMP-stack servers, DNS routing, and digital infrastructure for customized e-commerce platforms.

Certifications

  • Microsoft Certified: Azure AI Fundamentals (AI-900)

Technical Stack

Backend & AI

Python LangChain FastAPI Django NodeJS JWT

Frontend

React Next JS JavaScript

Data & Infrastructure

Postgres Redis AWS GCP Docker GitHub Actions


GitHub Analytics

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