I am a BSIT Data Analytics student and legal operations professional building software, data, and AI-assisted systems around a recurring question: how can complex work become easier to understand, verify, and maintain?
My work increasingly sits at the intersection of software engineering, analytics, local-first applications, AI-assisted development, governance, and human-centered product design.
🎓 Studying
BSIT, Data Analytics @ Mapúa Malayan Digital College · 2024 - 2028
💼 Working
Impact Assistant · legal operations · CRM workflows · compliance tracking · e-filing · document processing
🎯 Focus Areas
Software systems · data analytics · AI-assisted development · local-first applications · educational technology · security and governance
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Software & Data Systems Application architecture, persistence, relational modeling, analytics, validation, and maintainable system boundaries. |
AI-Assisted Development & Governance Specialist orchestration, bounded autonomy, validation evidence, traceability, least privilege, and explicit human approval boundaries. |
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Local-First Tools Desktop and browser experiences that keep useful state and core workflows close to the user while remaining portable and inspectable. |
Educational Technology Accessible, age-appropriate learning systems that combine structured content, feedback, progress analytics, and playful interaction without gating learning. |
Current systems and experiments across education, software architecture, data, automation, governance, assessment, and research-support work.
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Sinag Local-first multilingual learning app for grade-school learners, combining Filipino, English, and Hiligaynon practice with accessible learning flows, parent progress insights, and no feature paywalls. |
Orderly Brings storefronts, service delivery, orders, appointments, staff, customer feedback, and operational insight into one governed platform built for Philippine MSMEs. |
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CritiQual Research-support system for structured technical quality review and evidence-aware analysis. Detailed academic scope and methodology are intentionally kept private while the work remains in progress. |
SchemaForge Makes database structure inspectable and transformable locally through deterministic schema analysis, conversion, business logic, and security checks, with AI kept advisory. |
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Orchestra Coordinates AI-assisted development as a governed system of specialist routing, validation, evidence, and human approval rather than an unbounded agent loop. |
TITO PAR Windows-first, local-first Personal Assistant Runtime built around governed authority, contextual assistance, structured workflows, and a planned Task Intelligence & Tool Orchestrator integration. |
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Orchestra Compliance Registry Turns official compliance sources into versioned, machine-readable evidence with provenance, monitoring, and explicit human and legal authority boundaries. |
HiveMind Pathway Measures technical capability through deterministic adaptive assessment, controlled scoring, and governed progression toward trustworthy results. |
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HiveMind Workspace Explores local-first AI collaboration where models, workspace data, and orchestration stay closer to the user instead of depending entirely on remote services. |
📡 Current Project Status
| Project | Current State | Next Direction |
|---|---|---|
| Sinag | Language-learning MVP scope, learner flows, progress analytics, accessibility requirements, and provenance-aware content validation foundations are defined and under active implementation. | Continue frontend integration, canonical content validation, local progress persistence, sound and visual feedback, and progressive 3D study-buddy exploration. |
| Orderly | Core business platform capabilities and contextual communications are verified. | Continue governed maintenance and release-readiness work. |
| CritiQual | CQ16F complete and verified | CQ16G next |
| SchemaForge | Backend B1-B8 verified; frontend workbench integration in progress | Complete remaining frontend workflow integration and integrated local bundle |
| Orchestra | Latest release: v1.9.0 UIEF; v1.10.0 candidate prepared | Next release: v1.10.0 pending final qualification and human publication approval |
| TITO PAR | Baseline repair and release requalification are in progress. R0-R8 are canonically resolved through BR5; BR6 addresses release identity, licensing metadata, and documentation truthfulness. | Complete BR6, then BR7 architecture normalization and release requalification before claiming a completed v1.0 release. |
| Orchestra Compliance Registry | Trusted release registry-v0.4.0; R7.1-R7.9 implemented and Orchestra O7.7 joint conformance complete | Expand source-backed coverage across software development, cybersecurity, data governance, AI, accessibility, and provider/platform requirements |
| HiveMind Pathway | Governed split-architecture release-readiness implementation in progress; production deployment remains gated | Complete security, policy, and release-readiness validation before production |
| HiveMind Workspace | Repository split and bounded runtime-integration planning are in progress; broader implementation remains deferred | Complete current planning and reassess implementation priority after the Orderly capstone |
ℹ️ Portfolio status model
Featured Projects explains why each system exists. Current Project Status reports where it is now. Both are generated from bounded profile-pio.json public-presentation contracts. Private trackers, validation logs, branches, prompts, and internal state are not profile data sources.
Core Stack
Languages, application frameworks, data systems, automation, and version control used across current work.
Full development toolchain
Frontend & Interface
React · Vite · HTML5 · CSS3 · JavaFX · accessibility-oriented interface design
Backend, Database & Persistence
Spring Boot · Hibernate/JPA · SQL · PostgreSQL · MySQL · local persistence architecture
Data & Analytics
Python · data cleaning · exploratory analysis · visualization · Tableau · reproducible analytical workflows
AI, Automation & Development
Codex · Ollama · GitHub Actions · Maven · PowerShell · Cloudflare Pages · VS Code · NetBeans · Figma
My academic work supports the same broader direction as the portfolio: turning software, data, and research questions into systems that can be inspected, tested, and improved.
MotorPH System Evolution
| Course | Focus | Stack |
|---|---|---|
| MO-IT110 Object-Oriented Programming | Four-person desktop prototype covering payroll, employee workflows, validation, audit-friendly persistence, and layered responsibilities. | Java Swing · CSV-backed persistence |
| MO-IT113 Advanced Object-Oriented Programming | Layered payroll and employee-management system with authentication, RBAC, attendance, leave, overtime, reporting, and persistence. | JavaFX · Maven · Hibernate/JPA · MySQL |
Documented MO-IT113 project role: Database and Backend OOP Logic Analyst.
Private Academic Research
CritiQual supports structured technical quality review and evidence-aware analysis. Public details remain intentionally limited while scope, methodology, evaluation, and academic review are still in progress.
Detailed research questions, datasets, evaluation design, candidate capstone directions, and internal development evidence are intentionally not published here.
My professional background includes legal operations, technical support, customer service, and team leadership. That experience shapes how I approach software: as a way to reduce friction, improve process reliability, create traceable workflows, and build tools people can actually use.
Impact Assistant / Legal Operations Support
Legal workflows · document processing · CRM updates · compliance tracking · e-filing · case-related administrative operations
Recognized as an Outstanding Impact Assistant in 2023.
Operations Team Lead & Technical Support SME
Team coaching · escalated technical concerns · service quality support · operational workflow improvement
Customer Service & Technical Support
Billing · account concerns · internet troubleshooting · service issues · customer-facing problem resolution
For my full CV and professional history, connect with me on LinkedIn.
If any of my open-source projects are useful to you, optional support can help with continued development, testing, documentation, and maintenance.
