I am a BSIT student and operations professional focused on software development, data analytics, cybersecurity, and AI-assisted workflow automation.

My background combines legal operations, technical support, team leadership, and process management. I build practical systems that reduce manual work, improve traceability, organize complex workflows, and turn repetitive processes into structured, repeatable systems.

🎓 Studying
_{BSIT, Data Analytics @ Mapúa Malayan Digital College · 2024 - 2028}

💼 Working
_{Impact Assistant · Legal operations, CRM workflows, compliance tracking, e-filing, and document processing}

🚀 Building
_{Orchestra · AI-assisted orchestration framework for structured development workflows, specialist routing, validation gates, and project governance}

🧠 Developing
_{Hivemind · AI workflow and collaboration platform being overhauled for local machine use, locally installed open-source AI models, and reduced reliance on internet-based services}

🎯 Focus Areas
_{System design · database-driven applications · workflow automation · AI tooling · foundational cybersecurity}

I am building toward a stack that connects software engineering, data persistence, operations automation, and AI-assisted development.

Core Programming
_{Primary languages and application development tools}

Frontend & Web
_{Interface, layout, and web application foundations}

Backend, Database & Persistence
_{Database-driven application design and persistence-layer tooling}

Tools, IDEs & Deployment
_{Development workflow, version control, local AI tooling, database tools, automation, and deployment platforms}

Focus Areas
_{Current specialization and applied learning direction}

Orchestra
_{AI-assisted orchestration framework for structured development workflows}

Orchestra is designed to make development workflows more structured, traceable, and repeatable. It focuses on specialist routing, workflow continuity, architecture boundaries, database ownership, documentation discipline, QA validation, and governance checks.

Core ideas:

• Route tasks to the right specialist
• Preserve source-of-truth decisions
• Reduce repeated manual instructions
• Separate architecture, database, documentation, QA, security, and implementation responsibilities
• Support safer branch, handoff, and merge workflows

Hivemind
_{AI workflow and collaboration platform being overhauled for local machine use}

Hivemind is being repositioned toward a more open, practical, and locally controlled AI workspace. The new direction focuses on local storage, locally installed open-source AI models, and reduced reliance on internet-based AI services.

Before focusing more heavily on software development and AI workflow systems, I built a strong foundation in communication, troubleshooting, process control, and operational support across BPO, technical support, and legal operations.

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 and Technical Support
_{Billing · account concerns · internet troubleshooting · service issues · customer-facing problem resolution}

These experiences shaped how I approach software: not just as code, but as a way to organize work, reduce friction, improve reliability, and build systems people can actually use.

For my full CV and professional history, please connect with me on LinkedIn.