Incident Analyzer
Fullstack tool that takes raw incident data (CSV) and generates structured AI diagnostics: root cause, impact, prioritized recommendations. Provider-agnostic AI layer.
Tech Lead and AI Engineer with 12+ years of experience. Core stack: React, TypeScript, Python, AWS Bedrock, LiveKit, and modern LLM ecosystems.
I optimize performance, design architectures, and deliver products with measurable impact. My background in graphic design and UX allows me to collaborate effectively across product, design, and engineering. I think development from user experience toward technical implementation.
Experience
Career
2020 — Present
Tech Lead | AI Engineer
Codster
AI & Voice
- AI agent platforms with AWS Bedrock and modern LLM architectures.
- Real-time voice agents with LiveKit, OpenAI, Gemini, and Nova Sonic.
- Reduced voice AI end-to-end latency from 8–9s to <1s (orchestration redesign, streaming, prompt engineering).
- Voice AI in production: empathetic debt collection, post-operative patient follow-up, AI-powered personal shopper.
Engineering & Leadership
- Application performance improvement by 30–90% through architecture optimization.
- +50% delivery speed and -70% bug resolution time with AI-assisted workflows.
- Python backend: multi-channel identity resolution (WhatsApp, Slack, Google Chat, Email, Web).
- Mentoring, architecture reviews, code reviews, and hiring processes.
2014 — 2019
Lead UI Developer
CGBot
- Frontend architecture and UI engineering for enterprise applications.
- AngularJS to React migration, modernizing legacy systems.
- Shared design system across multiple products.
- Integrations with Salesforce, Eventbrite, and Authorize.net.
2010 — 2014
UI / Graphic Designer
Varias agencias de Branding / Diseño Gráfico
- Digital product design, UX, and WordPress development for educational and corporate platforms.
- Collaboration with stakeholders and developers to transform requirements into digital solutions.
Skills
Tech Stack
AI & Voice
AWS Bedrock, OpenAI, Gemini, Nova Sonic, LiveKit, Prompt Engineering, Agentic Systems, Voice AI, LLM Integration.
Frontend
React, Next.js, TypeScript, JavaScript. Component-driven architecture, design systems.
Backend
Python, Node.js, Express, REST APIs.
Cloud & Infra
AWS (Lambda, S3, Bedrock), Serverless, Vercel.
Testing & Quality
Jest, React Testing Library, SonarQube, Aikido.
Leadership
Software architecture, technical strategy, mentoring, hiring, code reviews.
Education
B.A. Graphic Design — UANL, 2006–2010
Certifications
Languages
Spanish (native)
English (professional working proficiency)
Portfolio
Personal Projects
Projects I build to explore ideas and demonstrate technical judgment.
Microfrontends Store
Modular e-commerce with 4 independent microfrontends integrated at runtime via Webpack 5 Module Federation. Independent deployment and fault isolation.
Cotizador Inteligente
Professional quote generation with AI (Google Gemini), payment integration (Mercado Pago), and PDF export. Multi-layer security and provider fallback.