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I am Jaime Ricardo Peña, an AI Automation Engineer and Architect specializing in designing, building, and operating production-grade autonomous systems that replace manual, error-prone workflows with scalable, intelligent automation. My work centers on agentic architectures, LLM-driven automation, and high-performance inference pipelines that operate reliably under real-world constraints. I thrive in environments where AI systems must actually work, not just look good, and I translate abstract AI capabilities into concrete, revenue-generating automation.…I am Jaime Ricardo Peña, an AI Automation Engineer and Architect specializing in designing, building, and operating production-grade autonomous systems that replace manual, error-prone workflows with scalable, intelligent automation. My work centers on agentic architectures, LLM-driven automation, and high-performance inference pipelines that operate reliably under real-world constraints. I thrive in environments where AI systems must actually work, not just look good, and I translate abstract AI capabilities into concrete, revenue-generating automation.

Jaime Ricardo Peña

AI Engineer, Architect, Data Scientist, +2

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I am Jaime Ricardo Peña, an AI Automation Engineer and Architect specializing in designing, building, and operating production-grade autonomous systems that replace manual, error-prone workflows with scalable, intelligent automation. My work centers on agentic architectures, LLM-driven automation, and high-performance inference pipelines that operate reliably under real-world constraints. I thrive in environments where AI systems must actually work, not just look good, and I translate abstract AI capabilities into concrete, revenue-generating automation.…I am Jaime Ricardo Peña, an AI Automation Engineer and Architect specializing in designing, building, and operating production-grade autonomous systems that replace manual, error-prone workflows with scalable, intelligent automation. My work centers on agentic architectures, LLM-driven automation, and high-performance inference pipelines that operate reliably under real-world constraints. I thrive in environments where AI systems must actually work, not just look good, and I translate abstract AI capabilities into concrete, revenue-generating automation.

Available to hire

I am Jaime Ricardo Peña, an AI Automation Engineer and Architect specializing in designing, building, and operating production-grade autonomous systems that replace manual, error-prone workflows with scalable, intelligent automation.

My work centers on agentic architectures, LLM-driven automation, and high-performance inference pipelines that operate reliably under real-world constraints. I thrive in environments where AI systems must actually work, not just look good, and I translate abstract AI capabilities into concrete, revenue-generating automation.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Spanish; Castilian

Advanced

Work Experience

Remote AI Automation Engineer at Independent Contractor (Remote)

February 1, 2025 - Present

Architected multi-agent AI systems capable of complex multi-step reasoning and autonomous task execution; Delivered enterprise GenAI solutions including internal copilots, knowledge retrieval systems, and workflow automation; Designed agent orchestration using LangChain, LangGraph, and custom Python frameworks to enforce guardrails and contracts.

AI Engineer at AI Researchers

February 1, 2023 - September 1, 2025

Led transformation of a traditional CRM into an AI-driven sales automation platform used by thousands of businesses. Built 'Sherpa', an AI-powered CRM assistant enabling natural language interaction with sales data; designed predictive lead scoring models using multi-channel engagement data (Email, WhatsApp, Telephone); implemented real-time sentiment analysis for automated sales coaching and intent detection; automated data ingestion pipelines from Meta Ads, Google Ads, and external leads sources; integrated Generative AI for personalized WhatsApp and email drafting, reducing follow-up latency by 15%.

Full Stack Engineer at Concierge Health

March 1, 2022 - April 20, 2023

Developed scalable health care platforms with a strong focus on automation, performance, and compliance. Built full-stack applications using React, Node.js, and Python; automated patient onboarding and administrative workflows, reducing manual work by 18%; built secure APIs integrating patient portals with health care databases under HIPAA compliance; improved application performance by 13% through backend and database optimization; collaborated with medical stakeholders to translate clinical workflows into intuitive user experiences.