Efren Rodriguez
Efren Rodriguez
Engineering Leader → AI Transformation Leader
Connected Products · Agentic AI · Product Strategy
I help organizations move from using AI as a tool to embedding it as a capability — across products, teams, and decision-making.
My foundation is 15+ years building embedded software and connected product platforms. Today, I lead engineering teams developing AI-enabled appliances at GE Appliances — and I’m actively making the transition from engineering execution to product and AI transformation leadership.
I’m pursuing an MIT Professional Education certificate in Applied Agentic AI for Organizational Transformation, and I write about what I’m learning at the intersection of connected products, AI strategy, and engineering leadership.
Areas of Focus
- Agentic AI & Organizational Transformation — applying AI agents to reshape how teams operate and products are built
- Connected Product Strategy — translating IoT and appliance data into intelligent, user-centric experiences
- AI-Enabled Product Leadership — bridging the gap between engineering depth and product vision
- Scaling Engineering Organizations — building the people, processes, and platforms that allow innovation to compound
Explore
- About – Background, philosophy, and where I’m headed
- Career Timeline – Roles, platforms, and major programs
- Patents & Innovation – Intellectual property and innovation work
- Insights – Frameworks, lessons, and POVs on AI, product, and leadership
- Contact – Let’s connect