
FraudIA Claims · ML Fraud Detection
Prototype for Aseguradora del Sur combining scikit-learn, Random Forest, and a reactive dashboard for explainable fraud detection in claims.
- Python
- scikit-learn
- React
- +2
My goal is to write maintainable, clean and understandable code so development stays enjoyable.

... / Projects ...
Software architecture, ML pipelines, and native mobile development.

Prototype for Aseguradora del Sur combining scikit-learn, Random Forest, and a reactive dashboard for explainable fraud detection in claims.

Interactive geospatial web app for real-time monitoring of sea surface temperature and coastal waves with MapLibre GL and Open-Meteo.

Wi-Fi access portal prototype replacing traditional login screens with an engaging gamified speed challenge and frictionless lead capture.

Modern restaurant landing page with high-impact visuals, satellite Google Maps widget, and serverless deployment on Google Cloud Run.

Commercial ISP portal featuring a conversational chatbot automated via n8n for plan inquiries and lead routing.

Native Android application built with Kotlin and Jetpack Compose to explore topics and courses with an adaptive grid layout.

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... / About me ...
Hello! I'm Johandry, I'm a full-stack developer. Studying Software Engineering.
Some of my favorite technologies, topics, or tools that I work with.
Full-stack developer · Software Engineering
Based in
Manta, Manabí, Ecuador
01°03' S, 80°28' W
... / Certificates ...
... / Work experience ...

ULEAM · Internship contract
Sep 2026 - Present · 1 month
Manta, Manabí, Ecuador · Hybrid
Software Engineering Intern | Kotlin Mobile Developer
Built a native Kotlin mobile application for medication management and reminder workflows, designed for both patients under treatment and the general public.
Applied User-Centered Design (UCD) practices, including usability testing with real users to validate interaction flows and accessibility.
Project developed for the ULEAM School of Medicine.

Autoridad Portuaria De Manta · Internship contract
Apr 2026 - Sep 2026 · 6 months
Manta, Manabí, Ecuador · On-site
Software Engineering Intern | SQL & Full-Stack Developer
Data Engineering & SQL Optimization: Designed and tuned complex queries, indexed views, and stored procedures while reducing latency in operational data recovery workflows.
Database Modeling & Integrity: Modeled physical and logical relational databases (ERD), ensuring normalization, consistency, and scalability for high-volume data storage.
Full-Stack Development: Collaborated across the software lifecycle, from designing intuitive dynamic user interfaces (Frontend) to building robust server logic and efficient APIs (Backend).