Software engineer with ~3 years boosting product and developer-workflow efficiency. As the generative-AI reference in Tech Productivity at Mercado Libre, I design and deploy LLM-powered agents that already accelerate the daily work of hundreds of engineers across dozens of squads in LATAM’s leading e-commerce platform.
Impact
- Ask To Repo – a full-stack agent that handles any repository request in minutes: answers technical questions, maps project structure, flags vulnerabilities, generates docs/tests, and even suggests live edits—now embedded in dozens of internal products (e.g., MCP Generator, security tooling, logs & CI).
- “Dev Boosters” suite (Commit, PR Review, Test, and Doc Generators) – automates repetitive tasks, streamlines workflows, and significantly boosts developer productivity.
- Personally mentored 20+ teams on integrating LLMs and AI agents into their workflows, defining prompts, pipelines, technologies, secure deployments, and best practices.
Stack: OpenAI (GPT-4o, o3, o4) · Anthropic (Claude Sonnet 3.7, Sonnet 4, Opus 4) · Google (Gemini 2.5 Pro & Flash) · LangGraph/LangChain · Prompt Engineering · RAG · Agent Orchestration · Micro-service design.
📩 ortizrubio09@gmail.com
