From AI App to Production · Secure & Scalable
Turn your AI or software idea into a production-ready product with security, validation and real-world readiness.
7 sesiones de 60 min
Ideal para vos si...
Engineer, founder or builder with an idea, prototype or MVP.
Already building or about to build a product (AI or non-AI).
Cares about quality, security and long-term viability.
Wants expert guidance to avoid costly mistakes.
Is willing to execute between sessions.
Sobre mi
Andres Felipe Vargas Rivera
I'm Andrés Felipe Vargas, Lead Software Engineer and lecturer at Tecnológico de Costa Rica, where I teach Database Systems and Cybersecurity Fundamentals. I hold an MSc in Computer Science and co-authored "Towards AI-Based Identification of Publicly Known Vulnerabilities" (ESORICS 2024, Springer). Over 7+ years, I’ve led full-stack architecture, cloud DevOps pipelines and GPU validation work across companies like Intel, Wind River, Align Technology and Walmart. I’ve also led engineering teams and driven technical initiatives end-to-end, aligning engineers, product stakeholders and leadership around complex systems and decisions. Teams I’ve mentored have reduced delivery cycles by 30% through AI-assisted workflows. A core part of my work has been communicating complex technical ideas to different audiences — from engineers to product and executive stakeholders — translating deep technical concepts into clear, actionable decisions that move projects forward. I help Senior engineers transition into Tech Lead, Software Architect or Staff roles by building the skills those positions actually demand: decision-making under pressure, end-to-end ownership of technical initiatives, communicating complex problems across audiences, designing architectures under real-world constraints and navigating the technical-vs-business trade-off.
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A premium 7-session program for engineers and builders who already have an idea or early-stage product and need to take it to a production-ready, secure and scalable level. This is not advisory only — this is guided execution with direct intervention in your system. We work on your real product. The focus is not just building — it’s making sure what you build can survive real users, real data and real constraints. Session 1 — Product & architecture assessment: We analyze your current state (idea, prototype or MVP), define risks, priorities and the path to production readiness. Session 2 — System design & scalability: We refine your architecture: services, data flows, APIs, integrations and scaling considerations. Session 3 — Security foundations: Authentication, authorization, secrets management, attack surfaces and secure design principles applied to your system. Session 4 — Data protection & integrity: How your system stores, processes and protects data. Backup strategies, recovery and data lifecycle. Session 5 — Functional validation: We define how to validate your product works correctly — test strategies, edge cases, failure scenarios and observability. Session 6 — AI-specific risks (if applicable): Validation of AI outputs, hallucination handling, guardrails, monitoring and safe integration into your product. Session 7 — Production readiness: Deployment strategy, infrastructure, monitoring, incident response and final system review. Direct intervention: – Code review and architectural feedback on your system – Async feedback between sessions (selected checkpoints) – Guidance on implementation decisions in real time Final deliverable: A production-readiness roadmap, security baseline, validation strategy and a clear path to launch or scale your product. For whom: Builders who are serious about turning their idea into a real product — not just something that works, but something that is reliable, secure and ready for users.