AndrianAndrian Lloyd Maagma
Table of Contents

Andrian Lloyd Maagma’s CV

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

University of the Philippines Visayas

Iloilo, Philippines

Aug 2024 – present

BS in Computer Science

  • Cumulative GWA: 1.15/1.00 (President’s Lister)

  • Relevant Coursework: Software Engineering, Web Programming, Database Systems

Experience

AI Automation Engineer

June 2026 – Aug 2026

MorpheLabs

  • Replaced a real estate manual booking form with an AI voice agent and n8n automation, handling conflict checks, calendar sync, and rescheduling for every booking.

  • Redesigned an event photo platform’s matching pipeline from one-time selfie lookups to persistent face clustering, moving recognition in-house (DeepFace, pgvector) for 1,000+ attendees.

Backend AI Engineer

June 2026 – Aug 2026

FlyRank AI

  • Built a usage metering and billing engine with idempotent event recording and Stripe webhook sync, eliminating duplicate charges under request retries.

  • Engineered a hybrid retrieval-augmented answer pipeline combining keyword and semantic search with source grounding and citations, validated against a labeled evaluation set to catch unsupported claims.

Web Developer (Branding & Creative)

Jan 2026 – May 2026

UP Data Science Society

  • Co-planned and built the organization’s website from initial development through launch, shipping the branding and creative team’s first production site.

  • Developed a Spotify Wrapped-style personal-data visualization site featured by the organization, reaching 1,000+ viewers.

Lead Web Developer

Sept 2025 – May 2026

Pagbutlak — Student Publication, College of Arts and Sciences

  • Architected a CMS with authentication, role-based access control, and media uploads, replacing WordPress for 50+ editorial users.

  • Built a migration pipeline that moved 300+ legacy articles from WordPress into the new architecture.

Web Developer

Sept 2024 – Sept 2025

Komsai.Org — Computer Science Student Organization

  • Rebuilt the organization’s website from a legacy implementation to a modern web stack.

  • Restructured content organization across the site, reducing update overhead for 10+ maintainers.

Projects

Iskommerce

Mar 2026 – May 2026

University-based C2C marketplace platform modeling informal student trading behavior in a structured system.

  • Led a team through a 3-month Agile cycle to ship a full-stack C2C marketplace with a modular monolith architecture.

  • Implemented WebSocket-based messaging and notifications, keeping buyer-seller conversations tied to each listing and users updated in real time.

  • Developed semantic search, similar-listing recommendations, and a personalized homepage on pgvector and local embeddings.

Project HERMES

Mar 2026 – Apr 2026

Disaster response communication system using AI-assisted chat workflows and multi-platform messaging integration.

  • Led a 5-person team as system architect, owning sprint planning, task allocation, and code review to ship a disaster-response coordination platform in 1 month.

  • Designed a hybrid AI/rule-based chatbot that classifies intent and extracts incident data from freeform reports across Messenger and Telegram, with human-reviewed validation.

  • Developed a responder dashboard with feed, kanban, and map views, adding Supabase Realtime for instant updates and an installable PWA with offline caching.

Manobela (TrackTech Hackathon Winner)

Dec 2025 – Feb 2026

Driver monitoring system using real-time computer vision for in-vehicle safety.

  • Led a 5-person team to deliver a deployed driver-monitoring system in a 3-week hackathon sprint, winning 1st place among 8 teams at TrackTech Hackathon 2026.

  • Built a real-time computer vision pipeline (MediaPipe, YOLOv8, OpenCV, ONNX Runtime) detecting drowsiness, distraction, and phone use via eye-aspect-ratio, PERCLOS, and gaze-tracking models.

  • Designed a WebRTC streaming architecture that offloads inference to the backend, keeping the mobile app lightweight for real-time alerts.

Aklish

Jan 2025 – July 2025

Crowdsourced Aklanon-English translation platform with NLP tools for an underserved Philippine language.

  • Encoded 5,000+ dictionary entries from a printed source into a crowdsourced Aklanon-English dictionary.

  • Implemented a spellchecker combining SymSpellPy, LemmInflect, and a custom-built Aklanon stemmer (AklStemmer) to catch inflected-word errors in both languages.

  • Conducted user testing with 100+ native speakers and iterated on UX improvements based on their feedback.

Awards

Quantum Computing and Cybersecurity Hackathon 2026 (QCSP)

June 2026

1st Place — Philippines’ first quantum-themed cybersecurity hackathon, specialized in Classical-Quantum challenges.

Hack4Gov National CTF 2025 (DICT & CERT-PH)

Oct 2025

1st Runner-Up (Team) and 2nd Runner-Up (Individual) — national cybersecurity competition, specialized in web security.

Skills

Programming Languages: Python, TypeScript, JavaScript, Java

AI / ML: PyTorch, TensorFlow, Scikit-learn, Pandas, LangChain, LangGraph, RAG pipelines, vector databases (pgvector), LLM evaluation

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, Stripe, Vercel, Render, Railway