G. J. P. lamerock

`> ./boot --profile lamerock`

[ OK ] identity ............. G. J. P.
[ OK ] security module ...... application security / data protection
[ OK ] software module ...... full-stack / information systems
[ OK ] edge module .......... IoT / embedded / applied AI
[ OK ] delivery module ...... projects / governance / training
[ OK ] system status ........ ONLINE

I build secure systems where software, devices, data, and real-world operations intersect.

`> ps -A | grep core_systems`

`PID 01 // secure-workflow`

APPSEC · FULL-STACK · 2025

Faculty document submission and requirements-management system with profiles, notifications, tracking, and approvals.

CONTROLS
+ CSRF protection
+ centralized request validation
+ secure session workflows
+ protected state-changing operations

PHP · MySQL · Bootstrap · JavaScript · PowerShell

`PID 02 // edge-ai-irrigation`

AI · ANDROID · IoT

Rice-leaf nutrient assessment with on-device classification and automated irrigation control.

PIPELINE
image
  -> CNN
  -> TensorFlow Lite
  -> Android / Kotlin
  -> HTTP
  -> Arduino Uno R4 WiFi

Python · TensorFlow · Keras · Kotlin · TFLite · Arduino

`PID 03 // automated-drying`

EMBEDDED · AUTOMATION · 2025

Agricultural drying and monitoring system integrating environmental sensing, load measurement, relay control, GSM, and timed process logic.

CONTROL LOOP
sense -> calculate
      -> decide
      -> actuate
      -> report

Arduino/C++ · DHT22 · HX711 · DS3231 · GSM · Relays

`PID 04 // realtime-vision`

COMPUTER VISION · EDGE AI · RESEARCH

Raspberry Pi system for automated raised-hand detection and real-time vote counting.

MODEL     YOLOv5 / YOLOv8 nano
PLATFORM  Raspberry Pi
RESULT    82.6% mAP @ IoU 0.50:0.95

DOI 10.69478/BEST2025v1n2a031 →

`> cat /etc/system-architecture`

flowchart LR
    INPUT["INPUT"] --> APP["APPLICATION"]
    APP --> SEC["SECURITY"]
    APP --> AI["AI / EDGE"]
    APP --> DATA["DATA / APIs"]

    SEC --> DEVICE["DEVICE LAYER"]
    AI --> DEVICE
    DATA --> DEVICE

    DEVICE --> OUTPUT["AUTOMATION / ALERTS / REPORTING"]

    SEC --- C1["CSRF · VALIDATION · SESSIONS"]
    AI --- C2["TFLITE · YOLO · COMPUTER VISION"]
    DEVICE --- C3["ARDUINO · RASPBERRY PI · SENSORS"]

    classDef matrix fill:#07140A,stroke:#00FF41,color:#E6FFE6,stroke-width:2px;
    class INPUT,APP,SEC,AI,DATA,DEVICE,OUTPUT,C1,C2,C3 matrix;

`> systemctl status capabilities`

● appsec.service        ACTIVE   CSRF · validation · auth/session · security testing
● privacy.service       ACTIVE   privacy · PIA · risk · incident coordination
● fullstack.service     ACTIVE   PHP · Laravel · React · Next.js · Flask · MySQL
● ai-edge.service       ACTIVE   TensorFlow · TFLite · YOLO · Android · Kotlin
● embedded.service      ACTIVE   Arduino · Raspberry Pi · sensors · GSM · relays
● delivery.service      ACTIVE   Git · GitHub Projects · Kanban · stakeholders

`> cat /var/log/impact.log`

[2025]  commissioned secure full-stack system ............ COMPLETE
[2025]  commissioned embedded automation system .......... COMPLETE
[2024]  commissioned Android / ML / IoT system ........... COMPLETE
[2025]  AI / computer-vision publications ................ 2
[2020]  issued patent .................................... 1
[CV]    reported computer-vision result .................. 82.6% mAP

`> tail -n 4 research.log`

SIGNAL	ARTIFACT	STACK / RESULT
`2025 // PUBLISHED`	Real-Time Automated Hand-Vote Counting System	Raspberry Pi · YOLOv5 · YOLOv8 · `82.6% mAP`
`2025 // PUBLISHED`	AIDeM: AI-based Dengue Mosquito Catching Device	YOLOv8 · Raspberry Pi · MongoDB
`2021 // IEEE`	Deep Learning Application of Automated Facemask Classification and Physical-Distancing Detection	Deep Learning · Computer Vision
`2020 // PATENT`	Real-Time Flood Water Level Monitoring and Warning System	Patent No. `1/2020/050326`

`> cat /proc/operations`

UNIVERSITY OF ANTIQUE
├─ Instructor, Computer Engineering .............. 2009–2025
│  └─ programming · software engineering · web · embedded · cybersecurity
│
├─ Director / OIC-Director, MIS .................. 2017–2019
│  └─ ICT planning · systems · projects · stakeholder coordination
│
├─ Director, Institutional Planning .............. 2018–2019
│  └─ planning · monitoring · institutional reporting
│
└─ Data Protection Officer ....................... 2019–2022
   └─ privacy compliance · PIA · incident coordination · privacy-by-design

DICT
├─ Python Programming Essentials ................. 2021
└─ Government Web Template Trainer ............... 2021
   └─ accessibility · deployment · hosting · security · SEO

`> ls -lah ~/public`

`GPS-Impact-Detection-System`

Arduino · C++ · GPS · GSM

Impact detection with SMS alerts and live-location reporting.

`Flood-Detector`

Arduino · C++ · GSM · Ultrasonic

Flood-level monitoring with automated SMS notification.

`gwt-wordpress`

PHP · WordPress · GovTech

Government Web Template implementation work.

`LRTelDir`

C# · .NET

Lightweight telephone-directory application.

`> git telemetry --user lamerock`

> sudo cat /etc/credentials

2025  Computer Security Incident Handling Level 1 ........ TESDA
2024  Programming (Java) NC III .......................... TESDA
2019  Certified Data Protection Officer — DPO ACE L1 .... NPC
2017  Certified Secure Computer User v2 .................. EC-Council
2009  Civil Service Professional ......................... CSC

`education`

Master of Engineering, Major in Computer Engineering — Academic Requirements Completed, Western Institute of Technology
Bachelor of Science in Computer Engineering — St. Anthony's College
Programming in C++ — 36-hour Short Course — MFI Technological Institute

> cat ~/.recent-training

2026  Data Privacy Awareness .............................. DICT
2026  Next.js App Router Fundamentals .................... Vercel
2025  Python Web Development with Flask .................. Ground Gurus
2025  Modern Web Applications with Laravel + React ....... Ground Gurus
2025  Laravel Fundamentals & Beyond ...................... Ground Gurus
2025  PHP Core & Object-Oriented Programming ............. Ground Gurus
2022  ISO/IEC 27001:2013 Internal Auditor Training ....... QRC
2021  Foundations of CERT Operations ..................... DICT
2021  Integrated Cybersecurity Management ................ DICT
2021  Digital Transformation ICT Project Management ..... DICT

root@lamerock:~$ echo $MISSION
BUILD_SECURE :: SOLVE_REAL_PROBLEMS :: KEEP_LEARNING

Portfolio · GitHub · LinkedIn

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