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Portfolio · 2026

Marco Angelo Mojica

Dashboards show you what happened. I build multi-agent systems that work out what to do next and hand it to the person who decides.

Marco Angelo Mojica
AI engineerMakati City · UTC+8

Current role

AI engineer for creative intelligence and agent workflows.

At eBoost / Principle, I built the Creative Operations and Intelligence Platform. I own the UI, PDF reports, approval workflow, and AI investigation architecture, and I work with the team on the backend and advertising data pipelines.

At a glance

Focus
Creative intelligence and agent workflows
Team
Principle Data Platform Engineering
Impact
Monthly reporting cut from three days to 30 minutes per brand

Work history

Experience

I’ve moved from operations into product engineering, keeping the operational context that makes internal software useful.

3 roles · current first

  1. 2026–presenteBoost / Principle

    AI Engineer

    Current

    Built the eBoost Creative Operations and Intelligence Platform. I own the UI, PDF reports, approval workflow, and AI investigation architecture, and collaborate on the backend and advertising data pipelines.

    • Cut monthly report preparation from three days to 30 minutes per brand with Creative Audit, which pulls BigQuery results and drafts AI analysis for human review. Eight brands onboarded.
    • Built client ad approvals with decision records and email notifications, and imported and verified 1,225 historical ads for a client running 25 to 35 new ads a month.
    • Cached initial creative analyses for reuse across audits, cutting repeated video analysis and token use. Campaign managers plan future creatives from the recommendations.
    • Built Software Factory, a Claude Code plugin that takes Asana tickets through isolated Git worktrees, headless builders, independent review, CI gates, deployment checks, and ticket closure.
    • Designed the AI investigation architecture: LangChain for model calls and retrieval, LangGraph coordinating a supervisor, performance analyst, creative analyst, and evidence reviewer.
    • Work with Claude and OpenAI APIs, function calling, MCP tools, and brand-context RAG, with evaluations of numbers, citations, brand fit, quality, failure rate, latency, and cost.
    • Built the interface in React, Next.js, and TypeScript. Staging runs on Vercel and Cloud Run with Neon; approvals run in Docker on a Hostinger VPS.
    • Track usage in PostHog and monitor logs, health checks, uptime, and failure alerts, tuning model cost, response time, caching, timeouts, and notification timing.
  2. 2024–2026Ally Techno Grit Solutions

    Software Engineer

    Built accounting and ERP software for Philippine businesses, working directly with clients, accountants, bookkeepers, and directors.

    • Built and maintained AccuBooks, a production multi-tenant cloud accounting platform.
    • Implemented PayMongo subscription billing with OAuth and webhooks, VAT and withholding-tax workflows, BIR form generation, and PDF exports.
    • Delivered 13 n8n workflows for lead capture, CRM updates, messaging, follow-ups, reporting, and monitoring, with handover documentation.
    • Turned client and internal requirements into shipped features and supporting documentation.
  3. 2023–2024Cognizant · Google / YouTube TV

    Metadata Operator

    Ran metadata operations and diagnosed issues in proprietary backend systems across multiple lines of business.

    • Built TickTocker with JavaScript and the Google Sheets API for one-click task logging and utilization calculations.
    • Created Looker Studio dashboards for task performance and utilization reporting.

Selected work

Projects

Seven selected products, from a Claude Code engineering plugin and AI-assisted creative analysis to client portals, cloud accounting, and workflow automation.

Product What changed System Status Role Open
Asana tickets now run through to a verified deployment Claude Code · Git · Asana In use Design + engineering
Monthly reporting went from three days to 30 minutes per brand Next · Nest · GCP Staging Product + engineering
Spreadsheet approvals moved into a client portal Next · Baserow · SMTP Live Product + engineering
A Slack form now files complete Asana tickets Slack · Asana · Vercel Live Engineering
One secure index replaced scattered tool links Next · Prisma · Auth Live Engineering
Accounting, billing, tax, and BIR workflows shipped in a live SaaS product Laravel · MySQL · PayMongo Live Full-stack engineering
Thirteen business workflows delivered with payload maps and handover guidance n8n · EspoCRM · Docker Delivered Automation engineering
Creative Audit reports index showing audit status, generation state, date, and reviewer
Creative Audit · Reports indexSanitized sample data

Product capture

Creative Audit · Reports index

The real product interface, shown with sanitized sample records. Teams are using this flow now while active testing continues.

Swipe the capture to read across.

Creative Ad Approval admin dashboard showing pending ads, review status, and operational controls
Creative Ad Approval · Admin dashboardSanitized sample data

Product capture

Creative Ad Approval · Admin dashboard

The live admin interface with client names, ads, and account details replaced by sanitized sample records.

Swipe the capture to read across.

Earlier product work

AccuBooks · Cloud accounting

At ATGS, I built the PayMongo subscription flow, VAT and withholding-tax workflows, quarterly BIR forms, PDF exports, and a 13-workflow n8n automation handover.

LaravelLivewireMySQLPayMongon8n

Working set

Tools I use

The stack changes with the job. These are the tools behind the systems above.

AI & agents

Agent workflows with evaluations and human approval.

Claude CodeCodexClaude APIGeminiVertex AIOpenRouterLangChainLangGraphMulti-agent orchestration

Frontend

Interfaces teams can use without a manual.

ReactNext.jsTypeScriptTailwind CSSshadcn/ui

Backend, APIs & data

Services, APIs, and data systems built for production use.

Node.jsNestJSLaravelLivewireREST APIsWebhooksOAuthPostgreSQLNeonPrismaBigQueryMySQLSQLBaserow

Cloud & deployment

Async pipelines and containers on managed infrastructure.

Google CloudCloud RunPub/SubDockerVercelHostinger VPS

Automation & integrations

Connected workflows with retries and alerting.

n8nSlackAsanaSMTPPayMongoEspoCRMTelegram

Monitoring & delivery

Gated releases I can watch after they ship.

PostHogGit worktreesGitHub CLICI gatesDeployment verificationLogsHealth checksAlerts

Credentials

Education

Computer science training, a data science minor, and the production work that followed.

Class of 2024

Bachelor of Science in Computer Science

Minor in Data Science

Mapúa Institute of TechnologyMakati, Metro Manila
2024

Digital First Certification

Cognizant · Workflow automation with documented impact above USD 10,000

2023

Engineering Practices for Building Quality Software

University of Minnesota

2022

Database Management Essentials

University of Colorado System

Project brief

What I owned