Welcome to my site, I'm
Enmanuel
Magallanes
Pinargote
👨🏽💻 Developer 👨🏽💻 Developer 🔎 Researcher 🔎 Researcher 🎲 Geek 🎲 Geek 🎮 Gamer 🎮 Gamer
ABOUT ME
Hello! I'm Enmanuel, and this is my website. I have knowledge in web development, data science and machine learning. I'm currently working as a Technical Consultant at North Highland , Research Technician in machine learning at ESPOL® and Full Stack developer in some freelance jobs. Here you can find my projects, skills and experiences. I hope you enjoy it!
Also I published my projects and articles on my blog on Dev.to, visit it here. If you want contact me, you could send me an email to enmanuelmag@cardor.dev or send me a message on LinkedIn.
HIGHLIGHTED PROJECTS
Conv-Setr model for 3D segmentation in MRIs, published research on Springer Nature journal
iOS and Android personal finance app for budget planning, shared expense tracking, and AI-powered email transaction detection. Detected transactions surface in the app to create new events or reconcile scheduled ones.
AI-powered invoice analysis platform using real-time LLM processing to extract and structure financial data from invoices. Used by accountants, self-hosted on a personal NAS.
CLI tool that auto-scaffolds a production-ready multi-agent harness for any repo. Generates SQLite state, MCP tools, per-agent instruction files, health checks, and coordination rules with a single command.
SKILLS SET
I have experience in a wide range of technologies and frameworks, from full-stack web development to machine learning and cloud infrastructure.
Hover over the icons to see more details. Certified in AWS Cloud, Docker, and Software Architecture — see full credentials.
EXPERIENCES
Technical Consultant building agentic LLM systems and full-stack solutions for enterprise clients across fintech and insurance verticals, using Clean Architecture, .NET, React, and serverless AWS.
Senior Full Stack Developer at a global digital banking platform provider, building cross-platform fintech apps and Spring Boot microservices for banking clients across Latin America.
ML Engineer and Full Stack Developer at ESPOL's R&D lab, building transformer-based medical imaging models, LLM-powered academic platforms, and teaching GenAI to 30+ students as a bootcamp instructor.
Full Stack Developer at a last-mile logistics scale-up, building micro-frontend architecture, React Native apps, and serverless AWS pipelines for on-demand delivery operations.
Software Developer at CERN's 2022 Summer Student Program, building automated documentation parsing and deployment pipelines on CERN's internal OpenShift cloud.