Projects
World Navigation Hat: Wearable AIoT AidPython, Raspberry PI, Kotlin, NodeJS, MediaPipe
Thesis: Leader, developer and researcherApr 2026
- Edge-fog-cloud AIoT smart hat for the visually impaired: stereo-vision depth maps become spatial audio pings (Edge), gestures replace visual controls (AI) and a phone bridges GPS telemetry to caregivers (Cloud).
- Runs on a Raspberry Pi 4 across Python, Kotlin and Node.js; I led the thesis and wrote the code.
- Source code is confidential.
Autonomous Traffic Telemetry NodePython, Raspberry PI, Yolo11, OpenCV, SUMO
Student Freelancing: Programmer of a 4th year civil engineering thesisMay 2024
- Self-contained Raspberry Pi and CCTV unit powered from a municipal traffic pole.
- YOLOv11 tracks vehicles, OpenCV projects them onto a 2D map and daily trajectory datasets are logged for SUMO simulations, all reachable off-grid through a Flask hotspot interface.
- Source code is confidential (thesis).
DOST-VI Assistant: Specialized NLP ChatbotOllama, Llama 3, ElectronJS, PuppeteerJS, Prompt Engineering
Hackathon (1st Place): Team leader and lead developerAug 2024
- Led a 5-person team to 1st place (50,000 PHP) at the inaugural Western Visayas AI Hackathon against 7 teams.
- A locally hosted Llama 3 on Ollama, tuned with document-to-markdown parsing, chunking and few-shot prompts, answers DOST program questions on Facebook Messenger through headless Puppeteer in an Electron app.
GDSC USA: Chapter PlatformFirebase, NuxtJS, VueJS, TypeScript, TailwindCSS
Club Project: Team leader and lead developerJan 2025
- Built the GDSC USA chapter website with Nuxt, Vue and TypeScript.
- Developed CMS-style views for student projects, event schedules and membership registries, using TailwindCSS and Vuetify for styling and Vuefire to connect the interface to Firebase.
NCL POS System: Legacy Data MigrationMySQL, PHP, Apache, JavaScript, Data Wrangling
Independent Project: Sole developer for a relative's quarry businessSep 2026
- POS and billing web app modernizing a decade-old quarry operation.
- Custom JavaScript parsers cleaned and migrated 7,700+ entries (158 clients, 575 statements) from 20 Excel workbooks into a normalized MySQL database behind a PHP/Apache REST API, with an admin audit trail and print-optimized statements for the paper workflow.
Skills
Web/App: NuxtJS, VueJS, TypeScript, TailwindCSS, Vuetify, Firebase, PHP, MySQL, Apache, JavaScript
Cloud: Python, Kotlin, NodeJS, MediaPipe, Raspberry PI, AIoT, Stereo Vision, Sensory Substitution, Data Wrangling, CSS Print Media
AI/ML: Yolo11, OpenCV, SUMO, Ollama, Llama 3, ElectronJS, PuppeteerJS, Prompt Engineering, NLP, Web Scraping
Systems: Vanilla HTML/CSS/JS, IndexedDB, JSZip & Pako, IDE Architecture, Compiler Design
Security: SASS, Composer