Mauricio González
Software Engineer · AI & Automation
Python · .NET Core · Angular
Software Engineer with a solid foundation in full-stack development (.NET Core, Angular) and a growing specialization in applied AI and process automation. Real experience taking AI solutions to production at government/enterprise scale, plus building and validating my own predictive models with Python. A Systems Analysis background that brings requirements gathering and design skills, not just implementation.
- 5+ years of experience in full-stack development and automation.
- AI in production: biometric validation with RENAPER / AWS Rekognition.
- Instructor in Data Science & AI (Instituto Cervantes).
Technical reference for a team of 8 developers on government and enterprise projects.
- Settlement processing automation: reduced from 4h to 30min (87.5% improvement) processing 250K records/month.
- Led the technical migration to Angular 19; dynamic forms with 27K+ active users.
- Participation in CMMI government security audits.
Also at GyL: AI-powered biometric validation (RENAPER + AWS Rekognition — see AI & Data section), ML-based crop monitoring for a Spanish client and Renaseg (99.5% uptime, 100% SSN regulatory compliance).
Stack · Angular 19 · .NET Core · Node.js/NestJS · Docker · AWS · DDD/CQRS
- Warehousing module applying DDD and CQRS (+35% maintainability).
- Complex forms with vanilla JavaScript emulating reactivity.
Stack · ASP.NET Core · DDD · SQL Server
- Accessible web forms for the Ministry of Social Development (500+ enrollments/month).
- Direct stakeholder requirements gathering, translated into technical specifications.
Stack · ASP.NET MVC · Razor · Entity Framework
- RPA bot management orchestrator for enterprise automation.
- Authentication module and role/audit system with 100% traceability.
Stack · ASP.NET Core · AngularJS · SQLite
Featured projects developed as a consultant for enterprise clients.
Multi-level authorization flow for 4 commercial sub-wallets; migration of 3 legacy microservices (.NET 4.5) to Docker/ECS with -40% deployment time.
Stack · C# · .NET Framework 4.5 · Docker · Amazon ECS · DDD · CQRS · Mediator · Facade
From manual Excel review to an interactive system with visual prioritization and automated PDF/Excel reports, with +60% operational efficiency.
Stack · Angular 17-18 · .NET Core · SQL Server · Entity Framework
User, group and permission management modules; SAP integration for accounting automation with -75% manual errors.
Stack · ASP.NET · C# · SQL Server · Entity Framework · SAP API
- Facial recognition and liveness detection in production: 500+ verifications daily, 99.8% precision.
- Node.js/NestJS backend integrated with RENAPER, Angular frontend.
- Immutable storage with AWS QLDB for full traceability of validations.
Elo + Poisson + Monte Carlo model, validated against the real tournament (22/32 correct bracket picks). Python, Pandas, Streamlit.
Classification (logistic regression vs. Random Forest), evaluated with recall/AUC and a business trade-off on the decision threshold. Python, scikit-learn.
Instructor across the Systems Analyst, Web Development and Data Science & AI programs. Includes the Capstone Project and Data Processing (Power BI) course in the Data Science program. 5 of 20 students landed Jr Developer jobs in the last cycle.
Courses · Programming 1 (Python) · Lab 1 & 2 · Web Development 2 (React) · Mobile Apps (React Native/Expo) · Project Management · Capstone Practicum 2 & 3 · Capstone Project (Data Science) · Data Processing (Power BI)