SENIOR SOFTWARE ENGINEER
Backend × Data × AI
8+ years building production backend systems, data platforms, and AI products.
02 / SYSTEMS — CAPABILITIES
PROGRAMMING
BACKEND & DISTRIBUTED SYSTEMS
REAL-TIME & CONVERSATIONAL AI
DATA & STORAGE
CLOUD & INFRASTRUCTURE
SCIENTIFIC
03 / PROJECTS
PROJECT // 001
ACTIVE
REAL-TIME VOICE / CONVERSATIONAL AI
Real-time communications platform integrating VoIP/SIP, backend services, WebSockets, speech processing, transcription and conversational AI. REST APIs and real-time flows connecting telephony, backend, AI processing, database and client.
PROJECT // 002
ARCHIVED
PROJECT CONTROLS / OPERATIONAL ANALYTICS
Production SaaS platform for project management, operational analytics and workflow automation. Backend services and REST APIs with JWT/OAuth authentication, Redis caching, and ingestion pipelines for MPP, XER and XML data.
PROJECT // 003
ARCHIVED
QUANTUM INFORMATION / MACHINE LEARNING
Bachelor's thesis: error correction for quantum key distribution using Tree Parity Machine neural networks (Hebbian, Anti-Hebbian, Random Walker learning rules) to synchronize and reconcile cryptographic keys between Alice and Bob. Achieved 100% key synchronization.
04 / EXPERIENCE
EDUCATION
HEC MONTRÉAL
M.S. Data Science & Business Analytics
UNIVERSIDAD DE GUANAJUATO
B.S. Engineering Physics
WORK EXPERIENCE
ATOM BUILD
Co-Founder — California, US
Backend architecture and production SaaS platform for project management and workflow automation.
GUSA CAPITAL
Senior Software Engineer / AI Engineer — Playa del Carmen, MX / Remote
Backend systems and data platform supporting 350K+ customers and 500K+ operational records.
GUSA CAPITAL
Data Analyst / Systems Analyst — Playa del Carmen, MX / Remote
SQL dashboards, predictive analytics, and Linux infrastructure for operational decision-making.
05 / LAB — EXPERIMENTAL SYSTEMS
LAB-001
MANDELBROT SET VISUALIZER→
Interactive Mandelbrot set renderer written in C, compiled to WebAssembly. Real-time zoom/pan, configurable iteration depth, fullscreen preview.
LAB-002
ARCADE→
Snake, Tetris and Brick Breaker — canvas games with keyboard and touch controls.
PROFILE / 001
I studied Engineering Physics — not as something I moved past, but as the way I still think about problems: as systems that can be modeled, measured, and computed.
That led through data science and quantitative/financial work before settling into backend engineering, real-time systems, and applied AI — each one adding to the last rather than replacing it. The common thread isn't a job title, it's the habit of understanding a system, modeling it, and building software around it.
Right now that's production backend infrastructure, data platforms, and AI systems. Where it's heading is physical: electronics, sensing, and embedded computing — software that doesn't stop at the API boundary.