Andrian Andrian Lloyd Maagma
Table of Contents

Andrian Lloyd Maagma’s CV

Aklan, Philippines
/ maagmaandrian@gmail.com / LinkedIn / GitHub

Summary

Computer Science student with industry experience developing AI systems and full-stack applications, alongside technical leadership across student organizations and award-winning hackathon teams. Seeking AI/ML engineering roles focused on building production-ready intelligent systems.

Education

BS in Computer Science, University of the Philippines Visayas

•
Iloilo, Philippines

  • Cumulative GWA: 1.15 (President’s Lister)
  • Relevant Coursework: Software Engineering, Web Programming, Database Systems

Experience

AI Automation Engineer, MorpheLabs

  • Building production AI agents using modern LLM orchestration frameworks for enterprise applications.
  • Developing enterprise automation workflows with n8n, integrating AI services, APIs, and business systems.

Backend AI Engineer, FlyRank AI

  • Building backend workflows with hybrid retrieval, structured LLM outputs, and RAG pipelines.
  • Designing and maintaining evaluation pipelines to assess retrieval quality and structured output correctness.

Web Developer (Branding & Creative), UP Data Science Society

  • Contributed to the planning and implementation of the organization’s website during its initial development.
  • Developed a Spotify Wrapped-style data visualization website featured by the organization, reaching 1,000+ viewers.

Lead Web Developer, Pagbutlak — Student Publication, College of Arts and Sciences

  • Designed system architecture and implemented CMS, authentication, role-based access control, and media uploads for 50+ editorial users.
  • Built content migration pipeline for transitioning 300+ legacy articles from a WordPress system to a modern full-stack architecture.

Web Developer, Komsai.Org — Computer Science Student Organization

  • Redesigned and rebuilt organization website from legacy implementation to a modern web stack.
  • Improved content structure and maintainability, reducing update overhead for 10+ maintainers.

Projects

Iskommerce

  • Led a team through a 3-month Agile development cycle to build a full-stack marketplace.
  • Implemented real-time messaging and notifications using WebSockets.

Project HERMES

  • Led a 5-person team, owning system architecture, sprint planning, task allocation, and code review.
  • Built AI chatbot workflows for incident reporting and information dissemination across 3 messaging platforms.
  • Integrated Messenger and Telegram APIs for multi-channel communication.

Manobela (TrackTech Hackathon Winner)

  • Led a 5-person team and delivered a deployed system in a 3-week sprint.
  • Integrated YOLO and MediaPipe-based computer vision pipeline under constrained mobile environments.
  • Designed real-time video processing system using WebRTC for live streaming and analysis.

Aklish

  • Implemented dictionary-based spellchecker and stemming system for Aklanon language processing.
  • Conducted user testing with 100+ native speakers and iterated on UX improvements.

Awards

Quantum Computing and Cybersecurity Hackathon 2026 (QCSP)

Hack4Gov National CTF 2025 (DICT & CERT-PH)

Skills

  • Programming Languages: Python, TypeScript, JavaScript, Java
  • AI / ML: PyTorch, TensorFlow, Scikit-learn, Pandas, LangChain, LangGraph, vector databases
  • Frontend: React, Next.js, React Native, Expo, Astro, TailwindCSS
  • Backend: FastAPI, Django, Express.js, NestJS
  • Databases: PostgreSQL, Supabase, Firebase
  • Tools: n8n, Git, Docker, CI/CD, Vercel, Render, Railway