People, not algorithms, determine success

Wellcome

I run a solo consulting practice focused on helping startups build better practices as many software companies transition to AI.

Your talented engineering team deserves to adapt to the AI revolution without replacement. You need a proven approach that transforms your existing team into AI experts. With the right frameworks and guidance, your team can achieve measurable improvements in just 2-3 months.

You get independence, not dependencies. You get capabilities, not ongoing contracts.

Schedule a 30-min Strategy Call

AI Consulting for Engineering Leaders

Transform your great engineers into great AI engineers

Your talented engineering team deserves to adapt to the AI revolution without replacement. You need a proven approach that transforms your existing team into AI experts. With the right frameworks and guidance, your team can achieve measurable improvements in just 2-3 months.

You get independence, not dependencies. You get capabilities, not ongoing contracts.

When our engagement ends, you'll have:

  • Continuous improvement processes - Establish feedback loops that transform user interactions into measurable product enhancements
  • Accelerated experimentation cycles - Transform weeks of testing into days, enabling 3-5x faster product iteration
  • Data-driven prioritization framework - Replace intuition with systematic methods to identify the highest-impact AI opportunities

Core Technical Capabilities

Advanced Prompt Engineering & LLM Optimization

Systematic approaches to prompt design, evaluation, and optimization for production systems. Build reliable, consistent outputs from language models at scale.

Rapid Prototyping & Validation

Turn AI concepts into working prototypes in days, not weeks. Validate technical feasibility and business impact before committing to full development cycles.

Agent Systems Architecture

Design and implement autonomous AI workflows that handle complex, multi-step processes. From simple task automation to sophisticated reasoning systems.

Document Extraction & Processing

Build robust pipelines that transform unstructured documents into structured, actionable data. Handle edge cases and maintain accuracy at scale.

Hands-on Skills Transfer

Pair programming sessions and intensive training that builds permanent AI capabilities in your team. No black boxes - your engineers learn to own and extend the systems.

Systematic Experimentation

Establish frameworks for continuous AI improvement. Design experiments, measure impact, and systematically optimize your AI applications for business outcomes.

Strategic Content & Positioning

Leverage AI expertise for growth and developer relations. Define clear value propositions, create compelling technical content, and build market credibility.

Book

A Step by Step Guide to Get Out of AI Hype - Javier Marin

A Step by Step Guide to Get Out of AI Hype

Navigate beyond the AI hype with practical frameworks for strategic technology decisions. This guide provides executives and engineering leaders with systematic approaches to evaluate AI opportunities and build sustainable competitive advantages.

Learn how to cut through marketing noise, identify genuine AI applications, and implement solutions that deliver measurable business value. Based on real-world consulting experience with startups and enterprise organizations.

Download PDF Download EPUB

Investment Options

Monthly Advisory

$15,000/month

Weekly strategy sessions, unlimited access, for teams with ongoing needs

Schedule a 30-min Strategy Call

For anything larger than the advisory work, my minimum level of engagement is $50,000. If you're interested in learning more about that, feel free to send me an email.

Need something more focused? Check out my specialized training programs for specific implementation techniques.

Transform your great engineers into great AI engineers

Your talented engineering team deserves to adapt to the AI revolution without replacement. You need a proven approach that transforms your existing team into AI experts. With the right frameworks and guidance, your team can achieve measurable improvements in just 2-3 months.

You get independence, not dependencies. You get capabilities, not ongoing contracts.

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Schedule a 30-min Strategy Call