Felipe Cordero
Full-stack AI product engineer at Fireraven. Guardrails, compliance, and secure LLM agents.
Full-stack AI product engineer at Fireraven, where we help enterprises deploy LLM agents with security, auditing, and policy-driven controls—from no-code guardrails to runtime enforcement and red-teaming. I bridge product priorities with AI systems engineering so customers can adopt agents safely and at scale.
About Me
Technical product engineer in AI—turning security, compliance, and product goals into shipped software for LLM agents. I started in structural engineering in Chile, moved into software and automation in construction and BIM, then into AI/ML and LLM-based products. Today I’m a full-stack AI product engineer at Fireraven, focused on AI agent security and compliance: scoping with product and customers, designing policies and guardrails, and shipping APIs and UIs teams rely on—not a generic backend role. I’ve led complex, cross-disciplinary work from R&D through delivery, including the Academic Excellence Scholarship (Air Canada, Collège LaSalle Montréal, 2025) for AI/ML studies.
Quick Facts
Current Role
Full-Stack AI Product Engineer at Fireraven
Education
🏗️ University of Chile, Bachelor’s Degree in Civil Engineering
🤖 Collège LaSalle Montréal, AEC: Artificial Intelligence and Machine Learning
Recent Achievement
🏆 Recipient of the Academic Excellence Scholarship 🎓 sponsored by ✈️ Air Canada at Collège LaSalle Montréal (2025) 🎉
Languages
Interests
Skills
Product-engineering for AI agents: LLM security and compliance design, full-stack delivery, and clear collaboration across product, security, and customers.
AI & Product Engineering
LLM agents, prompt and policy design, guardrails, runtime enforcement, red-teaming mindset, AI security, compliance-oriented product design, and scoping with PMs and customers.
Full-Stack AI Engineering
Python, FastAPI, Next.js/TypeScript, agents and RAG patterns, PostgreSQL and Supabase, testing, observability, GCP and modern deployment—an integrated toolkit for shipping reliable features.
Product & Security Thinking
Requirements discovery, risk framing, security controls, auditability, and working with regulatory and compliance constraints—turning them into prioritized roadmaps and shipped features.
Structural Engineering & AEC
Deep background in structural design, BIM, and construction technology—grounding product decisions in how complex physical and organizational systems actually behave.
Collaboration & Leadership
Agile delivery with global distributed teams; leading R&D and cross-functional work from discovery through release.
Languages & International Experience
Native Spanish; English (IELTS C1) and French (TCF B2) for international product and customer contexts.
Community & Learning
Volunteer work and continuous learning, including the Academic Excellence Scholarship at Collège LaSalle Montréal.
Experience
From structural engineering to AI product engineering: building tools and platforms that connect technical depth with product and business outcomes.
Fireraven
Full-Stack AI Product Engineer
Security and compliance tooling for LLM-based AI agents—guardrails, runtime enforcement, red-teaming, auditing, and policy-driven behavior for enterprises.
Key Achievements
- Own AI security and compliance features end to end: discovery with product managers, security, compliance, and customers; prioritization, scope, and delivery.
- Design and implement guardrails, policy-driven behavior, and runtime controls for LLM agents, surfaced through APIs and internal or customer-facing tooling.
- Partner with security and compliance stakeholders to translate regulatory and risk requirements into concrete product behavior, audit trails, and operational workflows.
- Build across the stack with Python (FastAPI), Next.js/TypeScript, and PostgreSQL—emphasizing reliable, observable systems for enterprise adoption.
- Help customers deploy AI agents more safely: reducing risk and friction so teams can scale agent use with confidence.
ObraLink
Senior Software Developer
Innovative construction technology company developing AI-powered structural analysis tools
Key Achievements
- Led technical initiatives tied to product and business goals, including innovation documentation for investment conversations exceeding $500K USD.
- Delivered autonomous structural analysis and ML-based concrete estimation that shortened engineering workflows and changed how teams produced deliverables.
- Translated ambiguous engineering needs into architecture, implementation, and iterative releases.
Tensacon
Technical Assistant Manager
Specialized in prefabricated construction solutions and BIM implementation
Key Achievements
- Led BIM and prefabrication delivery on major projects, including CODELCO facilities and Pan American Games venues, enhancing quality and throughput on Fast Track work.
- Drove workflow automation that reduced design time by 40% on critical paths.
- Connected field and design constraints to executable solutions for large prefabricated builds.
Sirve Engineering
Structural Engineering Team Lead and R&D Coordinator
Engineering firm specializing in high-rise residential and commercial structures
Key Achievements
- Owned R&D for internal software tools, reducing initial engineering and structure sizing time by 75%.
- Delivered multiple high-rise residential and commercial complexes (~20,000 m² each) with clear technical ownership.
- Implemented parametric modeling for complex geometries, linking structural performance to delivery timelines.
Various Engineering Firms
Structural Engineer
Multiple engineering firms focusing on seismic-resistant structures and custom solutions
Key Achievements
- Designed seismic-resistant structures
- Developed custom calculation tools
- Mentored junior engineers
Tech Stack
Implementation toolkit supporting product-engineering work—languages, frameworks, data, AI/ML, and engineering software I use to ship features end to end.
Programming Languages
Web Fundamentals
Query Languages
Backend Frameworks
Frontend Frameworks
Data Science
AI/ML Frameworks
Vector Stores
Development Tools
Databases
Engineering Software
Let's Connect
Send me a message
Contact Information
Let's connect! I'm always interested in hearing about new projects and opportunities.