Software Development · Python · Android Applications · Artificial Intelligence
Information Technology student · Technical University of Machala, Ecuador
I build solutions that connect data, artificial intelligence models, and real-world applications—from reading hardware sensors to creating interfaces people can use. My graduation project is an IoT electrical monitoring platform, and I also develop Android applications and computer vision systems.
I am seeking an internship or an entry-level position in software development, data, or AI.
Smart Campus · IoT Electrical Monitoring Platform
An embedded system built on Raspberry Pi that measures voltage and current across 8 channels using an MCC118 DAQ, calculates RMS values, and stores them in PostgreSQL. A Flask API makes the data available to a web dashboard deployed on Cloudflare, featuring real-time readings, per-minute historical data, threshold-based alerts, and remote relay control.
Python Flask PostgreSQL React TypeScript Tailwind CSS Raspberry Pi Cloudflare
| Project | What it does | Technologies |
|---|---|---|
| YOLO Road Damage Detection | Detects potholes and cracks (4 classes) in road images and videos using YOLO26s, trained on RDD2022. Estimates a severity index, tracks road segments over time, and provides a web application, videos with highlighted damage, and an Android app. Validation mAP50: 0.66. Academic prototype. | Python · Ultralytics YOLO · FastAPI · PostgreSQL · OpenCV |
| Dogs and Cats Classifier | Compares a dense neural network, a CNN, and a CNN with Dropout, each with and without data augmentation. The best model (CNN with data augmentation) achieved 87.7% accuracy on 3,490 test images, with a statistical analysis of the differences. | Python · TensorFlow / Keras · Jupyter |
| Image Recreation Using a Genetic Algorithm | Evolves a population of random solutions to approximate a target image. Includes six experiments of up to 50,000 generations and a 67-page technical report. | Python · PyGAD · NumPy · Jupyter |
| Project | What it does | Technologies |
|---|---|---|
| NetDiag | Signal and connectivity diagnostics for Wi-Fi, mobile networks, SIM, and GNSS, featuring a channel scanner, route map, GPS accuracy test, and history exportable to CSV. No accounts or server required: all data stays on the device. | Kotlin · Jetpack Compose |
| GpsNavApp | A fully offline GPS navigation dashboard with a compass, altitude, decimal and DMS coordinates, saved locations with GPX/KML/CSV export, and light/dark themes. | Kotlin · Jetpack Compose |
| ControlAceite | A prototype for tracking vehicle oil changes. | Android |
| Project | What it does | Technologies |
|---|---|---|
| GymOS | Gym management system. | TypeScript · Vite · SQL |
| N-Queens Using Genetic Algorithms | Solves the N-Queens problem using JGAP, with Swing visualization and 21 experimental configurations, each run 10 times, with results exported to CSV. | Java · JGAP |
| SPA-Buscar | Single-page application with a search feature. | Angular · TypeScript |
Programming Languages
AI and Data
Backend, Web, and Mobile
Hardware and Infrastructure
