Open to opportunities

Yos Alvarado

@yosalvarado

Message

AI engineer and automation specialist building production LLM systems and zero-touch business workflows.

Mexico

Message

What I'm looking for

I want to build production LLM applications and automation workflows that integrate AI with data/BI. I’m excited by Azure AI Foundry + Microsoft Fabric, governed MLOps, and cross-functional roles where measurable business impact matters.

I’m an AI Engineer & Automation Specialist with 4+ years designing and deploying production AI systems and end-to-end automated workflows in real business environments. I build WhatsApp AI chatbots (OpenAI + MCP), wire them into CRMs, and automate follow-ups and lead qualification.

I specialize in bridging deep AI and data engineering to deliver measurable impact. At Mexicana de Electronica, I architected AI analytics by combining Microsoft Fabric (Lakehouse, Dataflows Gen2, Semantic Model) with Azure AI Foundry, deploying LLM-powered inference pipelines and applying MLOps governance with model registry, evaluation, and CI/CD.

I also deliver end-to-end automation pipelines with n8n and Zapier, plus KPI dashboards in Power BI unifying ERP, CRM, e-commerce, and funnel data for executive visibility. Certified in Azure AI (AI-102) and skilled across LLM orchestration, ETL/BI, and automation tools, I aim to keep systems robust, versioned, and continuously improving.

Experience

Work history, roles, and key accomplishments

AI & Business Intelligence Lead

Mexicana de Electronica

Jan 2025 - May 2026 (1 year 4 months)

Designed and deployed a production WhatsApp AI chatbot (OpenAI Assistants API + MCP) that automated lead qualification and real-time Odoo CRM sync, replacing a $400/month consultancy. Built an AI analytics architecture with Microsoft Fabric and Azure AI Foundry and delivered real-time Power BI executive dashboards for 60+ distributors across Mexico and Ecuador.

OpenAI Assistants API MCP Azure AI Foundry Microsoft Fabric (Lakehouse Dataflows Gen2 Semantic Model)RAG LLM Orchestration N8n Zapier Power BI

Programming Instructor

Tecnolochicas

Oct 2022 - Jul 2025 (2 years 9 months)

Designed programming curricula and delivered technical training sessions. Communicated complex technical concepts to non-technical stakeholders and supported learners through structured instruction.

Curriculum Design Technical Training Programming Education Lesson planning Technical Communication Instructional Design Stakeholder Management

Data Analytics Specialist

ZD Logistica y Negocios

Aug 2024 - Jan 2025 (5 months)

Analyzed distribution route performance by integrating sales, coverage, delivery time, and cost to produce competitive intelligence for pricing and coverage optimization. Standardized data capture across field teams to improve Time-to-Market for the national POS network.

Distribution Route Analytics Competitive Intelligence Pricing Optimization Sales Coverage Optimization POS Network Analytics Data Standardization

International Data & Trade Analyst

Ag. Nacional de Aduanas de Mexico

Jul 2023 - Jan 2024 (6 months)

Analyzed customs data and produced institutional reports, contributing technical research to a regulatory amendment published in the Diario Oficial de la Federacion (DOF). Supported Mexico–U.S. trade and security initiatives (CTPAT) to help ensure international supply chain compliance with CBP.

Regulatory research Regulatory Amendment Support Mexico–U.S. Trade Analysis

Data & BI Analyst

Despacho Consultores Contables

Jan 2022 - Jan 2023 (1 year)

Executed ETL processes and built financial dashboards tracking revenue, margins, and profitability for data-driven board-level diagnostics. Evolved into a business consultant role by contributing directly to client strategic and financial decision-making.

ETL Financial Modeling Dashboard Development