Meshary
A. Aquino
Computer Engineer specializing in conflict-resolution APIs, on-device neural networks, and cross-platform mobile apps.
Featured Work
Systems built across distributed APIs, edge computer vision, cross-platform mobile, and enterprise platforms.
Enterprise Online Secured Payroll Web Application
A full-stack, enterprise-grade payroll web app with Next.js 14, FastAPI (Python), TailwindCSS, and PostgreSQL/SQLite. Automates BIR Withholding Tax calculations, statutory contribution tables (SSS 2025, PhilHealth 5%, Pag-IBIG Circular 460), AES-256 field encryption, and 1-payslip-per-page print exports.
SyncSolve API — Conflict Resolution Engine
Engineered for offline-first bi-directional synchronization. Reconciles JSON payload collisions via Last-Write-Wins, Vector Clock causality graph analysis, and JSON Delta patches.
Wood Knot Detection App
An on-device, real-time app identifying wood knots using a YOLOv8 model trained on 10,000+ images, optimized via ONNX, and run on TensorFlow Lite.
Capstone: Braille Haptic Reader
An OCR-to-Braille translation pipeline on Raspberry Pi using YOLOv5 for visually impaired users.
Custom Payroll Management System
A bespoke desktop payroll system using Python and PyQt for precise, efficient financial management.
Work Experience
Engineering impact, system design achievements, and enterprise software deployments across industry roles.
- Cut document and certificate reconciliation from three days to under four hours by designing a normalized PostgreSQL schema and building the tracking system that replaced a shared-spreadsheet process, with authentication and role-based access control across three user tiers.
- Removed 15+ hours of weekly manual data entry from a payroll cycle covering 50+ employees by building a payroll application end to end (Python, PyQt6), automating computation, statutory deductions and payslip generation.
- Shipped to production across two live systems with zero downtime by owning the full Git workflow — feature branching, code review and versioned releases.
- Delivered low-latency video and messaging for two user roles on LearnMate, a cross-platform tutoring app, by designing the Firebase data model, authentication and role-based access, and implementing WebRTC signalling. Dart, Flutter, Firebase.
- Achieved on-device inference for Wood Knot Detection as sole engineer, by training a YOLOv8 detector on a 12,000-image dataset and building the ONNX-to-TFLite pipeline. Python, TensorFlow Lite.
- Kept court operations running for 10+ daily staff through repeated network outages by building an offline-first desktop client with automated cloud synchronization.
- Reconciled 1,000+ legal records after outages with zero data loss by engineering bi-directional sync with conflict resolution between offline clients and the live database.
Core Stack
Languages & Core
(7)Programming languages and query systems for backend services, database operations, and desktop software.
Mobile & Frameworks
(5)Cross-platform mobile application architecture, local caching engines, and real-time media feeds.
Edge AI & Vision
(6)On-device neural network deployment, custom dataset training, OCR, and model quantization.
Code Contributions & Activity Matrix
Real-time snapshot of daily commits, repository pushes, and open-source contributions across public repositories.
Total Commits & Pull Requests
Continuous Active Days
All-Time Longest Commit Streak
Active Public Repositories
365-Day Contribution Calendar
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Get In Touch
Open to software engineering roles, project collaborations, and technical discussions.