I'm an AI Solutions Architect and Technical Chief of Staff based in Quezon City. I build AI systems that work in production, then build the teams, workflows, and operating systems that help those systems compound.
At Momentum Media Group, I work at the leadership layer: translating priorities from the Head of Technology and AI into tracked execution, executive dashboards, Google Chat assistants, meeting-to-task automation, Hermes agent workflows, and AI-native media operations.
My technical foundation spans RAG, machine learning, computer vision, full-stack product engineering, and cloud deployment. Outside work, I keep building: AI newsroom systems, development-intelligence tools, Filipino cultural analytics pipelines, community platforms, and experiments that turn AI from a feature into an operating model.
My path from applied ML research to enterprise AI engineering and now technical Chief of Staff work: building systems, unblocking teams, and turning leadership priorities into shipped outcomes.
Serve as the operational force multiplier for the Head of Technology and AI, bridging strategy and execution across business divisions. I translate leadership priorities into trackable work, build AI-native operating systems, and keep high-leverage technical initiatives moving from conversation to shipped outcome.
Led AI solution development across recruitment, retention intelligence, cloud-native deployment, and enterprise AI adoption. I worked directly with senior leaders and cross-functional teams to turn operational bottlenecks into production AI systems.
Contribute to data science community, education, research, and learning initiatives while helping shape workshops and applied practice for students and builders.
Served as an internal AI solutions architect for HR, Sales, and Marketing teams, moving quickly from opportunity discovery to proof of concept and stakeholder approval.
Built production-ready AI assistants, data infrastructure, and workflow automations for internal business teams, with emphasis on practical deployment and cost-conscious model use.
Specialized in GIS workflows and ArcGIS-based spatial analysis, transforming raw geographic data into clean datasets and visual outputs for mapping projects.
Worked on applied marine science research using computer vision, satellite imagery, field validation, and geospatial analysis to map coral reefs and benthic habitats in the West Philippine Sea.
Selected work across AI operations, media automation, community platforms, data intelligence, commerce, research pipelines, and client delivery.
Current operating-system work as Technical Chief of Staff for Momentum Media Group: executive dashboards, Google Chat briefings, Granola-to-Linear task capture, Hermes agent workflows, and AI automations for Australian media operations.
AI-directed video production case study built around a client UGC draft: generated motion clips in Higgsfield Cinema Studio 3.5 with Seedance 2, created stills with GPT Image 2.0 and Nano Banana Pro, then assembled the final creative test in CapCut.
An AI-powered development-intelligence institution for the Philippines and Southeast Asia, designed to turn fragmented public data into investor-grade analysis on capital, policy, infrastructure, and industry opportunities.
Local-first newsroom operating system for Vibe Coders PH daily drops. It ingests 30+ RSS feeds, scores and selects stories, rewrites in a Pinoy-aware editorial voice, generates magazine covers, runs vision QA, and publishes to Discord and Telegram on schedule.
Next.js commerce experience for Filipino watch collectors, with Supabase-backed inventory, conversion-focused product pages, admin tooling, social content workflows, and client feedback loops.
Community and event platform for AI builders in the Philippines. Built with Next.js, Supabase, analytics, event assets, certificate tooling, and rapid schema work through AI-assisted development.
Multilingual Filipino faith-based AI companion with real-time voice interaction, streaming avatar support, regional language coverage, Supabase infrastructure, and payment-ready product foundations.
Analytics-grade FlipTop and Philippine battle-rap research pipeline with bar-level taxonomy, transcripts, DuckDB storage, QA artifacts, and a corpus of 73 battles and 29,906 labeled bars.
Research system for reverse-engineering ABS-CBN Philippines Most Shocking Stories using scene-change frame extraction, transcripts, episode sidecars, and an evolving style guide for narrative and visual grammar.
Pair of visual AI evaluation prototypes: one turns model comparison into deterministic game challenges, the other stages AI model runners through synchronized track obstacles with mock-agent and OpenRouter-ready slots.
Protected HTML tool suite for a veterinary clinic, including branded handouts, calculators, training materials, authentication checks, and hardened Vercel security headers.
Freelance AI tool for a surveying firm: Vue.js frontend, Django backend, and Python LiDAR pipelines for tiling, classifying, and merging LAS files. Delivered 95% classification accuracy while reducing preprocessing and manual classification effort.
A new kind of hackathon proposal for the Philippines: participants use AI to build real, deployable, fundable products in 48 hours, from Token Wars (resource-optimized prompt engineering) to Shark Tank-style investor pitches. Seeking title sponsor and challenge partners to bring it to life.
AI career summit at UP Diliman co-organized by Vibe Coders PH and UP EMC2. Led AI-assisted planning, speaker and sponsor coordination, and event execution for 795 registrations and 333 in-person attendees in a 256-seat venue.
Notes from the edge of AI operations, media systems, community building, and agentic workflows.
A practical note on using Higgsfield Cinema Studio 3.5, Seedance 2, GPT Image 2.0, Nano Banana Pro, and CapCut to turn an AI-generated client video draft into a reusable creative workflow.
A discovery note on how modern LLMs can read Adobe Illustrator files through their PDF-compatible stream, and what that means for design handoff, SVG extraction, and agentic creative workflows.
The story of organizing an AI career summit at UP Diliman, filling a 256-seat room, and starting a new Technical Chief of Staff role days later while still closing out an AI engineering job.
How a local-first newsroom pipeline ingests RSS feeds, scores stories, writes in a Filipino-aware editorial voice, generates covers, runs visual QA, and posts daily drops to community channels.
I work best where AI, execution, and leadership meet: production systems, agentic workflows, AI-native media operations, and technical strategy that has to become real.
Based in Quezon City, Philippines
Thanks for taking the time to explore my work. The throughline is simple: turn ambitious AI ideas into working systems.