Engineering · AI · Leadership

JOSE
TORRES

I help companies build the technology and teams to turn ambition into execution.

Reach Out

Great systems
grow from
healthy teams.

I'm Jose, an engineering leader and entrepreneur with 20+ years building high-performance technology teams across startups and enterprise platforms. I specialize in the hard part: making engineering and product move together, implementing AI where it actually changes outcomes, and building the organizational systems that let teams thrive.

Jose Torres
20+ Years in Engineering
3 Continents Worked Across
32+ Projects Delivered
18+ Companies Helped

If you want to build a ship, don't drum up people to collect wood and assign them tasks, but rather teach them to long for the endless immensity of the sea.

— Antoine de Saint-Exupéry

What I Do

01

Fractional CTO

Most companies don't need a full time CTO before they're ready for one — they need the thinking, the decisions, and the direction right now. I provide senior technical leadership that fits your stage: defining architecture, building your engineering org, and making technology a competitive advantage instead of a bottleneck.

  • Technical strategy and roadmapping
  • Engineering team structure and hiring
  • Architecture and systems design
  • Investor and board communication
02

Fractional CPTO

The most expensive dysfunction in technology companies is product and engineering pulling in different directions. I take ownership of both functions — eliminating the coordination overhead, aligning the roadmap to business outcomes, and moving from strategy to shipped product without the usual friction.

  • Unified product and engineering leadership
  • Roadmap prioritization and delivery
  • Cross functional alignment
  • OKRs and outcome driven planning
03

AI Technical Integration

Building AI into production is harder than the demos make it look. I design and implement the systems that hold up under real conditions — LLM integrations, agentic pipelines, RAG architectures, and the infrastructure to run them reliably. No AI theater, just working software.

  • AI strategy and use case identification
  • LLM integration and agentic systems
  • RAG and knowledge pipelines
  • MLOps and production AI infrastructure
04

AI Workflow & Organizational Adoption

Deploying AI tools is the easy part. Changing how an organization actually thinks and works is where most efforts fail. I help teams redesign their workflows around real AI capabilities, build genuine literacy at every level, and create the conditions for adoption that outlasts the initial rollout.

  • Workflow and process redesign
  • AI literacy and team enablement
  • Change management and adoption strategy
  • AI governance and responsible use frameworks

Not everything ships as code. I also work hands-on across the full stack of building things, from firmware to physical products.

Software Engineering

Full stack development, distributed systems, APIs, ML pipelines, and cloud infrastructure. I can go deep in the codebase, not just the whiteboard.

Hardware & Electronics

Circuit design, embedded systems, and prototyping physical products. From schematic to working prototype.

3D Printing & Fabrication

Rapid prototyping, custom enclosures, and bridging digital design to physical form. Useful when your product needs to exist in the real world.

Let’s
connect.

Whether you're thinking about a specific challenge, exploring options, or just want to exchange ideas, I'm happy to have a conversation.

Say Hello