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Justine Jude Cuevas

@justinejudecuevas

AI Full-Stack Engineer who took an AI video platform from prototype to 47 real client jobs with Claude, OpenAI, and 90+ CI gates.

Philippines

Message

What I'm looking for

I'm open to remote AI Engineer and AI Automation Engineer roles across US, EU, and AU hours.

At Interactive Content Digital s.r.o., I took an early prototype and built it into an AI video pipeline that ran 47 real client jobs. I added Claude-powered prompts and vision guards, plus blind-scoring evals to check prompt changes.

I also fixed video-quality and frame-timing issues, and added checkpoint resume and a multi-GPU RunPod worker so failed renders could resume from their last finished phase. With a second developer, I built the SaaS layer, including a Next.js console, Supabase authentication, and a Stripe credit ledger.

My projects include Agent Harness, a Claude Code plugin with agent skills, safety hooks, and CLI adapters, and CooPilot, a poultry monitoring system with forecasting that I co-developed as part of a team. I also built QuizyLite, a PDF study app that’s live in private beta.

Experience

Work history, roles, and key accomplishments

Current

Agent Harness: Claude Code plugin

Current

Personal Project

Sep 2026 - Present (1 month)

Developed a Claude Code plugin with agent skills, guard hooks, and subagents, now used in multiple projects. Added adapters for Codex CLI and Gemini CLI with extensive testing.

NodeJS Claude Code Agent Skills React Hooks Plugins Sub Agents Multi agent workflows MCP Servers Codex CLI Gemini CLI CI CD

Current

CooPilot: IoT Poultry Farm Monitoring

Current

Thesis Project

Jan 2026 - Present (9 months)

Built a FastAPI backend, React web app, and Expo app for IoT poultry monitoring with egg-production forecasting. Ported LSTM forecast to NumPy and managed parallel agents for development.

Python fastAPI React React Native Expo Raspberry Pi Supabase PostgreSQL NumPy LSTM Git GitHub Actions

Current

QuizyLite: PDF Study App

Current

Personal Product

Nov 2025 - Present (11 months)

Developed a study app that converts PDF highlights into recall cards with Firebase Auth and progress tracking, currently in private beta.

Next.js TypeScript Express MongoDB Firebase Tailwind Shadcn Ui

AI Full-Stack Engineer

Interactive Content Digital s.r.o.

Jun 2026 - Sep 2026 (3 months)

Built an AI video pipeline that turns scripts into narrated avatar videos, reducing costs and improving quality. Implemented vision guards, evals, and CI/CD with 90+ gates.

NodeJS Express BullMQ Redis FFMPEG Claude APIs OpenAI API Vision LLMs Prompt Engineering LLM Evals Next.js Shadcn Ui Supabase Stripe Docker GitHub Actions Python fastAPI RunPod

Education

Degrees, certifications, and relevant coursework

STI College

Bachelor of Science, Computer Science

Activities and societies: Hackathons (2025): PropTech Hackathon finalist (Filipino Homes), Byte Forward 24h Hackathon (Converge ICT), Hack4Gov CTF.

Pursuing a Bachelor of Science in Computer Science with an expected graduation in 2027. Participated in multiple hackathons in 2025, including PropTech Hackathon finalist and Byte Forward 24h Hackathon.