Architectural Blueprint
SOFTWARE ARCHITECT & RESEARCHER

Innovating at the
Intersection of
Hardware,
Software, and
Soil.

Software Technology student at DLSU specializing in Resilient Systems and AgriTech Research. Architecting multithreaded simulations and multimodal datasets for the future of farming.

01. THE CROWN JEWEL

Lettuce-MM: Multimodal Crop Health

A homography-aligned dataset and intelligence pipeline for 45-day lettuce growth cycles across 5 synchronized sensory modalities.

[DRAG TO ROTATE 3D MODEL]
Thermal Crop Scan
45
Day Growth Cycle
5
Synchronized Modalities
WIP
Alignment Validation

Lettuce-MM combines computer vision with agricultural monitoring to study plant stress responses before visible symptoms appear. The pipeline focuses on temporal indexing, spatial calibration, automated masking, and thermal data scaling across the sensor array.

PythonOpenCVPyTorchRaspberry PiFLIR Thermal
THESIS PROPOSAL STAGE
In collaboration with Matthew, Miguel, and Eirnan.

02. THE ARCHIVE

The Pillars of Expertise

// 01. HIGH-IMPACT SYSTEMS

Full-Stack · Event Platform
CDEP Tickets

Real-time public event ticketing platform with transaction-backed timed seat holds and admin payment review workflows.

Next.jsFirebaseConcurrency
Live Site
Healthcare · Offline-First PWA
SmileSync

Dental records management system with offline-first architecture, PWAs, and IndexedDB/Dexie.js for low-connectivity rural clinics.

TypeScriptIndexedDBDexie.jsPWA
Archive

// 02. AI & INTELLIGENCE

Legal AI · RAG Pipeline
LTO-ASSIST

RAG-powered Legal Assistant mapping complex traffic laws to situational queries using LLMs.

PythonLangChainVector DB
Live Site
NLP · Filipino Language
Tagalog Semantle

Semantic word-guessing game applying NLP word embeddings to the Tagalog language.

Next.jsPyTorchNLP
Archive

// 03. SYSTEMS & LOW-LEVEL

Systems Programming · C++
CSOPESY Operating System Emulator

Custom Operating System emulator built in C++ managing process scheduling and memory allocation.

C++OS ArchitectureMultithreading
Archive
Networking · P2P Protocol
LSNP

Peer-to-Peer network protocol designed for low-latency decentralized state synchronization.

PythonSocketsNetworking
Archive

03. ARCHITECTURE

Technical Skills Matrix

Systems & Low-Level

C++CJavaSwiftMultithreadingOS ArchitectureMemory Management

Web & Data

TypeScriptNext.jsIndexedDBDexie.jsPWAPostgreSQLREST APIs

Research & AI

PythonOpenCVPyTorchLangChainVector DBRAG PipelinesComputer Vision

IoT & Embedded

Raspberry PiArduinoFLIR SDKSensor FusionMultispectral CamerasEdge Computing

Spoken Languages

EnglishFilipino日本語中文

04. IDENTITY

The Polyglot Architect

Botanical Blueprint
Current Focus
Refining multimodal alignment for Lettuce-MM and contributing to PythonAsia 2026.
日本語中文

Engineering systems that
think, endure, and grow.

I am a builder who speaks the languages of machines and humans alike. Whether optimizing a low-level C++ thread scheduler or designing an intuitive React interface, I approach engineering with architectural precision.

When I'm not orchestrating data pipelines or training vision models, you'll likely find me sketching botanical studies or maintaining peak functional fitness. I believe the discipline required for physical resilience directly translates to building resilient software systems.

Verified Credentials

2025
Student Researcher

Dr. Andrew L. Tan Data Science Institute

ResearchData Science
2025-2026
Dean's List, First Honors

De La Salle University

Academic ExcellenceSoftware Technology
2024
Executive for Data & Research

Data Science Society

LeadershipAnalytics
2026
Stagehand Committee

PythonAsia

CommunityConference Operations